<?xml version="1.0" encoding="UTF-8"?><rss xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:atom="http://www.w3.org/2005/Atom" version="2.0" xmlns:itunes="http://www.itunes.com/dtds/podcast-1.0.dtd" xmlns:googleplay="http://www.google.com/schemas/play-podcasts/1.0"><channel><title><![CDATA[Mervyn Chua]]></title><description><![CDATA[Hi, I’m Mervyn Chua, a growth marketing strategist with 14+ years of experience in scaling businesses. I specialize in data-driven strategies, managing millions in ad spend and achieving triple-digit ROI improvements.]]></description><link>https://blog.mervynchua.com</link><image><url>https://substackcdn.com/image/fetch/$s_!g88_!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff04c8bbc-efba-4b89-ad6d-29205fd15ad0_1280x1280.png</url><title>Mervyn Chua</title><link>https://blog.mervynchua.com</link></image><generator>Substack</generator><lastBuildDate>Tue, 14 Apr 2026 22:38:34 GMT</lastBuildDate><atom:link href="https://blog.mervynchua.com/feed" rel="self" type="application/rss+xml"/><copyright><![CDATA[Mervyn Chua]]></copyright><language><![CDATA[en]]></language><webMaster><![CDATA[mervynchua@substack.com]]></webMaster><itunes:owner><itunes:email><![CDATA[mervynchua@substack.com]]></itunes:email><itunes:name><![CDATA[Mervyn Chua]]></itunes:name></itunes:owner><itunes:author><![CDATA[Mervyn Chua]]></itunes:author><googleplay:owner><![CDATA[mervynchua@substack.com]]></googleplay:owner><googleplay:email><![CDATA[mervynchua@substack.com]]></googleplay:email><googleplay:author><![CDATA[Mervyn Chua]]></googleplay:author><itunes:block><![CDATA[Yes]]></itunes:block><item><title><![CDATA[Most Companies Don't Have a Growth Problem. They Have an Alignment Problem.]]></title><description><![CDATA[Most companies don't have a growth problem. They have an alignment problem. Discover a practical three-pillar framework for building sustainable growth across commercial strategy, digital infrastructu]]></description><link>https://blog.mervynchua.com/p/most-companies-dont-have-a-growth</link><guid isPermaLink="false">https://blog.mervynchua.com/p/most-companies-dont-have-a-growth</guid><dc:creator><![CDATA[Mervyn Chua]]></dc:creator><pubDate>Tue, 24 Mar 2026 09:27:43 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!EM38!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc9c49933-0225-4e17-8c0f-8394669b7a24_680x690.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>&#8220;Just increase the marketing spend.&#8221;</p><p>&#8220;Let&#8217;s 10x the leads pipeline.&#8221;</p><p>&#8220;Cut the price. Volume will follow.&#8221;</p><p>Sound familiar? Over my past 15 years of working with senior leaders, this is what I&#8217;ve heard ever so often. And for a season, they feel like strategy.</p><p>Then comes the follow-up question, usually six to twelve months later, from the same senior leader who issued the decree: <em>&#8220;Why are we still not growing?&#8221;</em></p><p>Here&#8217;s the uncomfortable truth. Most companies aren&#8217;t failing at growth because they lack ambition. They&#8217;re failing because they&#8217;re treating symptoms while ignoring the disease.</p><p>Marketing is spending to fill a leaky bucket. Sales is closing deals that the product can&#8217;t deliver. Operations is sprinting to keep up with a pace it was never built for. And leadership is measuring metrics that tell a comfortable story.</p><p>Growth doesn&#8217;t fail at the campaign level. It fails at the systems level.</p><p>The companies that crack sustainable growth share one thing in common. They don&#8217;t treat marketing, product, operations, and strategy as separate departments. They treat them as one organism. When one part moves, the rest move with it.</p><p>That&#8217;s the lens I bring to every engagement. And it&#8217;s the only way I know how to build growth that lasts.</p><div><hr></div><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!EM38!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc9c49933-0225-4e17-8c0f-8394669b7a24_680x690.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!EM38!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc9c49933-0225-4e17-8c0f-8394669b7a24_680x690.png 424w, https://substackcdn.com/image/fetch/$s_!EM38!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc9c49933-0225-4e17-8c0f-8394669b7a24_680x690.png 848w, https://substackcdn.com/image/fetch/$s_!EM38!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc9c49933-0225-4e17-8c0f-8394669b7a24_680x690.png 1272w, https://substackcdn.com/image/fetch/$s_!EM38!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc9c49933-0225-4e17-8c0f-8394669b7a24_680x690.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!EM38!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc9c49933-0225-4e17-8c0f-8394669b7a24_680x690.png" width="680" height="690" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/c9c49933-0225-4e17-8c0f-8394669b7a24_680x690.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:690,&quot;width&quot;:680,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:50122,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://blog.mervynchua.com/i/191960635?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc9c49933-0225-4e17-8c0f-8394669b7a24_680x690.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!EM38!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc9c49933-0225-4e17-8c0f-8394669b7a24_680x690.png 424w, https://substackcdn.com/image/fetch/$s_!EM38!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc9c49933-0225-4e17-8c0f-8394669b7a24_680x690.png 848w, https://substackcdn.com/image/fetch/$s_!EM38!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc9c49933-0225-4e17-8c0f-8394669b7a24_680x690.png 1272w, https://substackcdn.com/image/fetch/$s_!EM38!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc9c49933-0225-4e17-8c0f-8394669b7a24_680x690.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><h2>1. Build the Commercial Engine First</h2><p>Before you scale anything, you need to know what you&#8217;re scaling.</p><p>Most companies skip this step. They pour fuel into a commercial engine that hasn&#8217;t been properly built. They acquire customers into a product that isn&#8217;t positioned well. They invest in brand visibility before the unit economics make sense.</p><p>The first pillar of my approach is getting the commercial engine right. That means achieving real product-market fit, not assumed fit. It means having clarity on your brand positioning and what value you actually deliver. It means understanding your margins, your payback periods, and your true cost of acquisition.</p><p>This isn&#8217;t just marketing work. It&#8217;s business architecture.</p><p>Revenue scalability isn&#8217;t a marketing function. It&#8217;s a cross-functional output. When your positioning is sharp, your economics are sound, and your acquisition frameworks are built for the right customer, growth stops being a lottery and starts being a system.</p><p>Most companies don&#8217;t have a customer acquisition problem. They have a clarity problem.</p><h2>2. Your Digital Backbone Either Carries You or Buries You</h2><p>Here&#8217;s a pattern I&#8217;ve seen more times than I care to count.</p><p>A company scales. Revenue climbs. Headcount grows. Then, somewhere around the 50 or 100-person mark, everything slows down. Decisions take longer. Reporting is inconsistent. No one agrees on the numbers. The data is everywhere and useful to no one.</p><p>The problem isn&#8217;t scale. The problem is that the infrastructure was never designed for scale.</p><p>The digital backbone of an organisation, its finance systems, reporting layers, data integrations, and governance frameworks, is the unsexy work that determines whether growth creates value or just creates chaos.</p><p>Modernising this foundation isn&#8217;t a back-office IT project. It&#8217;s a strategic decision. Companies that invest in reporting and analytics infrastructure before they need it gain a significant advantage: they can see what&#8217;s working, what isn&#8217;t, and where to double down. Fast.</p><p>Everyone wants the glamour of growth. Few want to do the plumbing. But the plumbing is what makes the water run.</p><h2>3. AI Is Not a Strategy. Operational Integration Is.</h2><p>The AI hype cycle has produced one very specific failure mode: companies that deploy AI tools on top of broken processes and wonder why nothing improves.</p><p>AI doesn&#8217;t fix bad workflows. It accelerates them, for better or worse.</p><p>The third pillar of my approach is embedding AI as a genuine operational capability. That means redesigning the workflow before introducing the tool. It means assigning clear ownership for ROI and operational impact. It means integrating AI into the daily processes people actually use, not parking it in a pilot programme that never ships.</p><p>The companies winning with AI right now aren&#8217;t the ones with the most tools. They&#8217;re the ones that treated AI adoption as an operational transformation, not a technology experiment.</p><p>There&#8217;s a meaningful difference between a business that uses AI and a business that runs on AI. One is a feature. The other is a moat.</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div><div><hr></div><h3>Final Thoughts</h3><p>Growth isn&#8217;t a campaign. It isn&#8217;t a quarter. It isn&#8217;t a headline metric someone presents on a slide deck.</p><p>Growth is what happens when commercial strategy, digital infrastructure, and operational capability are all pulling in the same direction, at the same time, with the same information.</p><p>Most consultants will improve one of these areas and call it a success. I&#8217;m not interested in that trade-off. The three pillars only work because they reinforce each other. A sharper commercial engine needs better data to perform. Better data needs cleaner operational processes to be trustworthy. Smarter operations create the capacity to execute on commercial ambition.</p><p>This is the model I use. Not because it&#8217;s elegant on paper, but because it&#8217;s the only one that builds something durable.</p><p><strong>If you&#8217;re building a business that&#8217;s ready to grow but not sure what&#8217;s holding it back, let&#8217;s talk.</strong></p><p>I work with a small number of companies at a time. That&#8217;s intentional. If the work you&#8217;re doing matters, it deserves more than a generic playbook.</p><p><a href="https://mervynchua.com/lets-talk-about-growth/">Book a conversation here.</a></p><div><hr></div><p><strong>A note before you close this tab.</strong> The fact that you read this far tells me something. You already sense that the way you&#8217;ve been thinking about growth might be incomplete. That instinct is worth following.</p><div class="captioned-button-wrap" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/p/most-companies-dont-have-a-growth?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;}" data-component-name="CaptionedButtonToDOM"><div class="preamble"><p class="cta-caption">Thanks for reading! This post is public, so feel free to share it.</p></div><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/p/most-companies-dont-have-a-growth?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://blog.mervynchua.com/p/most-companies-dont-have-a-growth?utm_source=substack&utm_medium=email&utm_content=share&action=share"><span>Share</span></a></p></div>]]></content:encoded></item><item><title><![CDATA[GEO Is The New SEO: Optimising For Generative AI Search]]></title><description><![CDATA[GEO is reshaping search. Learn how Generative Engine Optimisation helps brands get cited by AI, not just ranked by Google. Discover the strategies to win in the era of answer engines.]]></description><link>https://blog.mervynchua.com/p/geo-is-the-new-seo-optimising-for</link><guid isPermaLink="false">https://blog.mervynchua.com/p/geo-is-the-new-seo-optimising-for</guid><dc:creator><![CDATA[Mervyn Chua]]></dc:creator><pubDate>Mon, 16 Mar 2026 04:04:10 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!eGFH!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe0363b69-d874-43ef-9b7d-ce53ddd7b04c_1024x1536.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Recently, many of the companies I consult with are telling me a similar story. They see an increase in traffic coming from AI sources. Or, they have heard the term GEO in a boardroom and feel a sense of dread. My clients want to understand how they can capitalise on this shift. They want to know if the rules of growth have changed again.</p><p>The short answer is yes. The long answer is more complex.</p><p>We are watching a fundamental shift in how people find things. For thirty years, search was about blue links. You typed a word. You got a list. You clicked. Google built an eighty billion dollar business on that simple loop.</p><p>But the loop is breaking. We are moving from a world of retrieval to a world of synthesis. Users no longer want to browse. They want to know. They ask an AI assistant a question. The AI reads the internet for them. It gives them a summary. It might not even give them a link to your site.</p><p>This is the rise of Generative Engine Optimisation. It is the practice of making your brand the obvious answer for an AI. It is about being cited, not just ranked. </p><p><strong>However, it is important to note that while GEO is the new SEO, it builds on SEO.</strong> It does not replace it. Your site still needs to be fast, crawlable, and human. </p><h3><strong>Why Now: The Seismic Shift in Digital Discovery</strong></h3><p>Companies like Google and OpenAI are locked in a race. When you use ChatGPT or Search Generative Experience, you are not using a search engine. You are using an answer engine.</p><p>This shift has massive implications for your traffic. Traditional organic click-through rates are falling. In my experience, and based on recent data, rates have dropped from <a href="https://www.bain.com/insights/goodbye-clicks-hello-ai-zero-click-search-redefines-marketing/">fifteen percent to eight percent</a> in just three years. Users are getting what they need without clicking. This is the &#8220;zero-click&#8221; <a href="https://mervynchua.com/cracking-the-attribution-code-marketing-measurement-in-2026/">reality</a>.</p><p>The risk of being left behind is very real. Brands that treat this as a simple marketing update will lose. This is a challenge that demands senior management attention. It requires a rethink of your entire digital architecture.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!NbBK!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9838797f-97f5-4341-b4c6-04a7aac92903_1240x520.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!NbBK!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9838797f-97f5-4341-b4c6-04a7aac92903_1240x520.png 424w, https://substackcdn.com/image/fetch/$s_!NbBK!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9838797f-97f5-4341-b4c6-04a7aac92903_1240x520.png 848w, https://substackcdn.com/image/fetch/$s_!NbBK!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9838797f-97f5-4341-b4c6-04a7aac92903_1240x520.png 1272w, https://substackcdn.com/image/fetch/$s_!NbBK!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9838797f-97f5-4341-b4c6-04a7aac92903_1240x520.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!NbBK!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9838797f-97f5-4341-b4c6-04a7aac92903_1240x520.png" width="1240" height="520" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/9838797f-97f5-4341-b4c6-04a7aac92903_1240x520.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:520,&quot;width&quot;:1240,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:68242,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://blog.mervynchua.com/i/191090671?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9838797f-97f5-4341-b4c6-04a7aac92903_1240x520.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!NbBK!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9838797f-97f5-4341-b4c6-04a7aac92903_1240x520.png 424w, https://substackcdn.com/image/fetch/$s_!NbBK!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9838797f-97f5-4341-b4c6-04a7aac92903_1240x520.png 848w, https://substackcdn.com/image/fetch/$s_!NbBK!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9838797f-97f5-4341-b4c6-04a7aac92903_1240x520.png 1272w, https://substackcdn.com/image/fetch/$s_!NbBK!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9838797f-97f5-4341-b4c6-04a7aac92903_1240x520.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><h4><strong>The Death Of The Sacred Click</strong></h4><p>For years, we treated the click as a sacred signal. A click meant interest. It meant the illusion of winning. But the data is blunt. Eighty-two percent of consumers now use social or AI platforms for discovery.<strong> </strong><a href="https://mervynchua.com/from-google-to-tiktok-social-search-marketing-in-2026/">Gen Z is leading the way</a>. They do not use Google the way we do. They search for &#8220;the best running shoes&#8221; on TikTok or ChatGPT.</p><p>By the time a user finally clicks your site, they are not browsing. They are deciding. This means your volume might go down, but your quality should go up. AI-sourced visitors often view more pages. They stay longer. They deliver higher lifetime value. We are trading quantity for intent.</p><h4><strong>The Foundation: Why GEO Still Needs SEO</strong></h4><p>It is easy to get caught up in the hype. But let us be clear about one thing. GEO is not a magic trick. It is a layer on top of a solid technical foundation. If an AI cannot crawl your site, it cannot cite you. This is why technical SEO is still the <a href="https://www.impactplus.com/learn/digital-marketing-trends#:~:text=AI%20has%20triggered%20a%20major,the%20way%20users%20discover%20content">floor</a>.</p><p>I often use a fitness analogy for my clients. Think of your technical SEO as your base level of strength. If you do not have a strong core, you cannot do complex movements. Your site must be fast. It must be mobile-friendly. It must have a clean structure. Without this, the AI will ignore you for a faster, cleaner source.</p><p>AI crawlers are picky. They do not like messy code. They do not always execute JavaScript well. If your main content is hidden behind a complex script, the bot might miss it. You need to prioritise machine-interpretability. This means using structured data and schema markup.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!5wzr!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd1cd782d-0929-4249-9f89-3f36af901fd0_1240x562.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!5wzr!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd1cd782d-0929-4249-9f89-3f36af901fd0_1240x562.png 424w, https://substackcdn.com/image/fetch/$s_!5wzr!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd1cd782d-0929-4249-9f89-3f36af901fd0_1240x562.png 848w, https://substackcdn.com/image/fetch/$s_!5wzr!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd1cd782d-0929-4249-9f89-3f36af901fd0_1240x562.png 1272w, https://substackcdn.com/image/fetch/$s_!5wzr!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd1cd782d-0929-4249-9f89-3f36af901fd0_1240x562.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!5wzr!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd1cd782d-0929-4249-9f89-3f36af901fd0_1240x562.png" width="1240" height="562" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/d1cd782d-0929-4249-9f89-3f36af901fd0_1240x562.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:562,&quot;width&quot;:1240,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:71151,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://blog.mervynchua.com/i/191090671?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd1cd782d-0929-4249-9f89-3f36af901fd0_1240x562.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!5wzr!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd1cd782d-0929-4249-9f89-3f36af901fd0_1240x562.png 424w, https://substackcdn.com/image/fetch/$s_!5wzr!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd1cd782d-0929-4249-9f89-3f36af901fd0_1240x562.png 848w, https://substackcdn.com/image/fetch/$s_!5wzr!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd1cd782d-0929-4249-9f89-3f36af901fd0_1240x562.png 1272w, https://substackcdn.com/image/fetch/$s_!5wzr!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd1cd782d-0929-4249-9f89-3f36af901fd0_1240x562.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>So what do I need to do? Let&#8217;s go through the top 3. </p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!eGFH!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe0363b69-d874-43ef-9b7d-ce53ddd7b04c_1024x1536.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!eGFH!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe0363b69-d874-43ef-9b7d-ce53ddd7b04c_1024x1536.png 424w, https://substackcdn.com/image/fetch/$s_!eGFH!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe0363b69-d874-43ef-9b7d-ce53ddd7b04c_1024x1536.png 848w, https://substackcdn.com/image/fetch/$s_!eGFH!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe0363b69-d874-43ef-9b7d-ce53ddd7b04c_1024x1536.png 1272w, https://substackcdn.com/image/fetch/$s_!eGFH!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe0363b69-d874-43ef-9b7d-ce53ddd7b04c_1024x1536.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!eGFH!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe0363b69-d874-43ef-9b7d-ce53ddd7b04c_1024x1536.png" width="1024" height="1536" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/e0363b69-d874-43ef-9b7d-ce53ddd7b04c_1024x1536.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:1536,&quot;width&quot;:1024,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:833895,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://blog.mervynchua.com/i/191090671?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe0363b69-d874-43ef-9b7d-ce53ddd7b04c_1024x1536.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!eGFH!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe0363b69-d874-43ef-9b7d-ce53ddd7b04c_1024x1536.png 424w, https://substackcdn.com/image/fetch/$s_!eGFH!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe0363b69-d874-43ef-9b7d-ce53ddd7b04c_1024x1536.png 848w, https://substackcdn.com/image/fetch/$s_!eGFH!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe0363b69-d874-43ef-9b7d-ce53ddd7b04c_1024x1536.png 1272w, https://substackcdn.com/image/fetch/$s_!eGFH!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe0363b69-d874-43ef-9b7d-ce53ddd7b04c_1024x1536.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p></p><h3><strong>1. Semantic Authority and the Princeton Evidence</strong></h3><p>AI does not look at backlinks the same way Google does. It looks for semantic authority. This is the depth of your expertise. It is how well you cover a topic. It is your ability to provide factual accuracy and real-world application.</p><p>Researchers at Princeton University recently studied this. They created a framework for Generative Engine Optimisation.<strong> 1 </strong> They tested various strategies to see what actually works. They found that simple changes can boost your visibility by as much as <a href="https://arxiv.org/html/2311.09735v2#S4">40%.</a></p><p>The results were eye-opening. They used ten thousand queries to test their theories. They found that traditional tricks failed. Keyword stuffing actually hurts performance. It reduced visibility by ten percent. The machine is smart. It knows when you are trying to game the system.</p><h4><strong>The Power of Citations and Statistics</strong></h4><p>The Princeton study identified several &#8220;winners.&#8221; Adding relevant quotations from credible sources was a top performer. Including quantitative statistics also yielded strong results.</p><p>Why does this work? AI models are trained to avoid &#8220;hallucinations.&#8221; They want to ground their answers in reality. If you provide a hard stat, you make the AI&#8217;s job easier. If you cite a medical journal or a government site, you add a layer of trust. You become a safe source for the machine to use.</p><p>As such, I tell my clients to replace qualitative talk with quantitative facts. Instead of saying &#8220;we grow fast,&#8221; say &#8220;we increased revenue by one hundred forty-three percent&#8221;. This single shift changes how the AI perceives your authority. It moves you from a &#8220;marketer&#8221; to an &#8220;expert.&#8221;</p><h3><strong>2. Structuring Content for Machine Consumption</strong></h3><p>How do we write for a bot without losing our soul? We must balance clarity with character. The bot needs to parse the information. The human needs to feel it. This requires a modular approach to content creation.</p><p>I often think about wine blending here. When I tried to create a <a href="https://www.youtube.com/watch?v=BID_TDMQnuw">DIY Bordeaux</a>, I realised that balance is everything. You need the structure of the Cabernet. You need the fruit of the Merlot. In GEO, your structure is your headings and lists. Your fruit is your unique story and voice.</p><h4><strong>The Modular Content Blueprint</strong></h4><p>Every page should be a collection of answers. You should lead with the answer. Put a direct definition or takeaway at the start of a section. Use question-based headers. If a user asks, &#8220;What is GEO?&#8221;, your header should be &#8220;What is GEO?&#8221;. This aligns your content with the user&#8217;s intent.</p><p>Keep your paragraphs short. This helps both the AI and the human scan the page. Use bold text to highlight key takeaways. This acts as a signal to the reranker that this text is important. We are building a map for the machine. We are making it easy for the AI to &#8220;lift&#8221; our content into its response.</p><p>Very importantly, do not ignore your metadata. Your schema markup is your visibility markup. It clarifies what a page is about. Use the FAQPage schema for your questions. Use the Author schema to show who wrote the piece. The AI wants to know if a human is behind the keyboard. Verified author bios are trust multipliers.</p><h3><strong>3. Performance Storytelling in the Age of AI</strong></h3><p>AI raises the floor, but storytelling sets the ceiling. This is where you win. While your competitors are flooding the market with AI-generated fluff, you must double down on &#8220;drama&#8221;.</p><p>Data convinces, but stories convert. I have seen this in my work across various industries like fintech, education, and technology. People are <a href="https://leapmesh.com/storytelling-marketing-statistics/">twenty-two times</a> more likely to remember a story than a stat. Emotionally connected customers deliver a <a href="https://leapmesh.com/storytelling-marketing-statistics/">three hundred percent</a> higher lifetime value.</p><h4><strong>The Three-Act Growth Structure</strong></h4><p>We must use the three-act structure in our marketing. Set up the challenge. Introduce the conflict. Provide the resolution through your product. This makes the customer the hero of the story. AI cannot replicate the &#8220;sliver of imperfection&#8221; that makes a story human.</p><p>In a world of machine-perfect answers, a bit of human grit stands out. Share your failures. Share your messy process. This builds a moat that AI cannot cross. </p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div><h3><strong>Final Thoughts: The Strategy for the Future</strong></h3><p>The era of traditional SEO is ending. But the era of discovery is just beginning. GEO is the new frontier. It requires a mix of technical skill and creative soul. It requires you to be clear, authoritative, and human.</p><p>We must avoid the common pitfalls. Do not stuff keywords. Do not ignore your metadata. Do not write auto-generated fluff. These are shortcuts to failure. Instead, focus on building a brand that matters. Focus on being the best answer for your customers.</p><p>GEO is your opportunity to lead. Don&#8217;t wait for the click to disappear completely. Here&#8217;s a free GEO checklist to get you started.</p><h4><strong>Your GEO Checklist</strong></h4><ul><li><p><strong>Audit your current visibility.</strong> Ask ChatGPT or Perplexity about your brand. See what they say.</p></li><li><p><strong>Fix your technical foundation.</strong> Ensure your site is fast and bot-friendly.</p></li><li><p><strong>Double down on data.</strong> Include hard stats and expert quotes in your content.</p></li><li><p><strong>Master the modular format.</strong> Use headers, lists, and bold text to guide the machine.</p></li><li><p><strong>Tell a better story.</strong> Use drama to build an emotional connection that AI cannot touch.</p></li></ul><p><strong>Ready to dominate the AI search landscape? </strong>Let&#8217;s discuss how we can build your GEO strategy <a href="https://mervynchua.com/lets-talk-about-growth/">today</a>.</p><div><hr></div><div class="captioned-button-wrap" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/p/geo-is-the-new-seo-optimising-for?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;}" data-component-name="CaptionedButtonToDOM"><div class="preamble"><p class="cta-caption">Thanks for reading! This post is public, so feel free to share it.</p></div><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/p/geo-is-the-new-seo-optimising-for?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://blog.mervynchua.com/p/geo-is-the-new-seo-optimising-for?utm_source=substack&utm_medium=email&utm_content=share&action=share"><span>Share</span></a></p></div><p></p>]]></content:encoded></item><item><title><![CDATA[Do More With Less: Growth Marketing in Lean Budget Times]]></title><description><![CDATA[Marketing budgets are tightening, yet growth expectations remain. Learn how modern growth marketers drive results with limited resources through efficiency, retention, and rapid experimentation.]]></description><link>https://blog.mervynchua.com/p/do-more-with-less-growth-marketing</link><guid isPermaLink="false">https://blog.mervynchua.com/p/do-more-with-less-growth-marketing</guid><dc:creator><![CDATA[Mervyn Chua]]></dc:creator><pubDate>Thu, 05 Mar 2026 09:08:02 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!g88_!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff04c8bbc-efba-4b89-ad6d-29205fd15ad0_1280x1280.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Over the weekend, headlines were dominated by the escalation of conflict in the Middle East. Oil prices jumped. Gold surged. Markets reacted instantly. When geopolitics moves, the global economy rarely stands still.</p><p>Inside companies, the response is often predictable. Budgets tighten. Hiring slows. Every line item gets questioned. Marketing is usually first under the microscope. Recent research suggests marketing budgets averaged <strong>around <a href="https://www.gartner.com/en/newsroom/press-releases/2025-05-12-gartner-2025-cmo-spend-survey-reveals-marketing-budgets-have-flatlined-at-seven-percent-of-overall-company-revenue">7.7% of company revenue in 2025</a></strong>, continuing a steady decline from previous years. In other words, marketers are being asked to deliver more impact with fewer resources.</p><p>In times like these, growth is often the first ambition quietly pushed to the back burner. The logic seems sensible. If resources are constrained, expectations should be too.</p><p>But there is a flaw in that thinking.</p><p>No founder, CEO, or board member has ever rejected growth. What they reject is inefficient growth. They want it cheaper, faster, and far more measurable.</p><p>Which raises the real question. The challenge is not growth versus budgets. The challenge is <strong>how to achieve meaningful growth when resources are limited</strong>.</p><p>The best growth marketers understand something important. Constraints do not kill innovation. They sharpen it. Lean times force teams to focus on what truly drives results. And in many cases, that pressure leads to smarter strategy, stronger discipline, and better growth.</p><div><hr></div><div class="native-video-embed" data-component-name="VideoPlaceholder" data-attrs="{&quot;mediaUploadId&quot;:&quot;b15d3042-e899-4b0c-9eb2-d73284016d7d&quot;,&quot;duration&quot;:null}"></div><h2>1. Efficiency Is the New Competitive Advantage</h2><p>For most of the past decade, growth marketing followed a simple formula. Spend more, scale faster, and optimise along the way. Budget size often dictated market share.</p><p>That era is ending (or ended).</p><p>Today, growth is less about scale and far more about efficiency. Several forces are reshaping the economics of marketing. Advertising costs continue to rise across major platforms. Privacy changes have weakened data signals and attribution clarity. At the same time, the competition for attention has intensified.</p><p>The result is simple. Inefficient marketing has become extremely expensive.</p><p>Lean environments reward marketers who understand the mechanics of growth at a deeper level. The language of modern marketing is no longer impressions or clicks. It is unit economics.</p><p>Three metrics now matter more than anything else.</p><ul><li><p><a href="https://mervynchua.com/the-cac-ltv-balancing-act-rising-costs-and-smarter-growth/">Balancing</a> customer acquisition cost versus lifetime value,</p></li><li><p>Channel-level return on investment, and</p></li><li><p>Attribution that connects <a href="https://mervynchua.com/cracking-the-attribution-code-marketing-measurement-in-2026/">activity to revenue</a>.</p></li></ul><p>The tactical response is equally clear. Focus on channels that capture intent. Paid search and remarketing remain powerful because they meet customers at the moment of decision. Remove vanity metrics that look impressive but fail to move revenue. Shift investment toward the channels that generate the highest marginal return.</p><p>The companies that win in lean markets are rarely the ones spending the most. They are the ones wasting the least.</p><h2>2. Retention Is the Most Underrated Growth Channel</h2><p>When acquisition costs rise, most companies respond by trying to optimise their advertising. But the real opportunity often sits elsewhere.</p><p>Inside the customer base they already have. <em>[Read more on how Retention is your untapped growth engine <a href="https://mervynchua.com/retention-ltv-the-untapped-growth-engine-for-sustainable-app-success/">here</a>]</em></p><p>Acquiring a new customer can cost at least <a href="https://hbr.org/2014/10/the-value-of-keeping-the-right-customers">five times more</a> than retaining an existing one. Despite this, many organisations still allocate the majority of their budget toward acquisition.</p><p>This is a strategic imbalance.</p><p>Retention compounds growth. A small improvement in retention can dramatically increase lifetime value, which in turn improves acquisition economics. Strong retention turns marketing from a constant chase into a compounding engine.</p><p>The tools for retention are often simple but powerful. Lifecycle email and CRM programs nurture engagement across the customer journey. Personalised product recommendations increase repeat purchases. Loyalty and referral programs transform satisfied customers into advocates. Community building creates emotional attachment that competitors struggle to replicate.</p><p>Many companies search for their next growth channel in the market.</p><p>But the most profitable one is often sitting quietly in their database.</p><p>Your existing customers already trust you. That trust is the cheapest media channel you own.</p><h2>3. Creativity and Experimentation Beat Budget Size</h2><p>Constraints have a strange effect on marketing teams. They remove waste. But they also unlock creativity. Some of the most memorable marketing campaigns in history were born during periods of constraint. When resources are limited, teams are forced to think harder, test faster, and prioritise what actually works.</p><p>This is where experimentation becomes critical.</p><p>Large strategies built on assumptions are risky. Small experiments built on learning are far more powerful. Lean teams that run rapid testing cycles can discover winning ideas faster than organisations with far larger budgets.</p><p>Today&#8217;s <a href="https://mervynchua.com/ai-marketing-toolbox-how-genai-and-automation-fuel-growth/">AI tools</a> make experimentation easier than ever. AI can accelerate creative production. Low-cost content allows teams to test ideas quickly across social platforms. Landing page builders enable rapid iteration. Short-form video creates opportunities for organic reach and viral discovery.</p><p>The key is to treat marketing like a laboratory.</p><p>Test different creative angles. Explore new audience segments. Experiment with messaging. Compare channels. Each test generates insight. Over time, these insights compound into a scalable growth engine.</p><p>Breakthrough growth rarely comes from a single big idea.</p><p>More often, it comes from dozens of small experiments that gradually reveal what customers truly respond to.</p><p>Lean teams move faster because they cannot afford not to.</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div><div><hr></div><h3>Final Thoughts</h3><p>Economic uncertainty will come and go. Budgets will expand and contract. Markets will rise, fall, and surprise us again.</p><p>But one truth rarely changes.</p><p>The best marketers are not the ones with the biggest budgets. They are the ones who understand how growth actually works.</p><p>Lean environments force clarity. They strip away the noise and the vanity metrics. Ironically, constraint often produces a better strategy than abundance. When every dollar matters, every decision becomes sharper. Teams test faster, measure more carefully, and focus only on what drives impact.</p><p>Growth does not disappear during uncertain times. The marketers who learn to operate this way today will be the ones leading tomorrow.</p><p>So if rising acquisition costs, budget pressure, or murky attribution are becoming familiar problems, it may be time to rethink the playbook.</p><p>Start with a simple question: Where is the next dollar of growth actually coming from?</p><p><strong>Ready to grow even when budgets are tight? Let&#8217;s <a href="https://mervynchua.com/lets-talk-about-growth/">discuss</a>.</strong></p><div><hr></div><div class="captioned-button-wrap" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/p/do-more-with-less-growth-marketing?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;}" data-component-name="CaptionedButtonToDOM"><div class="preamble"><p class="cta-caption">Thanks for reading! This post is public, so feel free to share it.</p></div><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/p/do-more-with-less-growth-marketing?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://blog.mervynchua.com/p/do-more-with-less-growth-marketing?utm_source=substack&utm_medium=email&utm_content=share&action=share"><span>Share</span></a></p></div><p></p>]]></content:encoded></item><item><title><![CDATA[The CAC-LTV Balancing Act: Rising Costs and Smarter Growth]]></title><description><![CDATA[Customer acquisition costs are up 40&#8211;60%. Learn how B2C brands can rebalance CAC and LTV, protect margins, and drive smarter, more sustainable growth in 2026.]]></description><link>https://blog.mervynchua.com/p/the-cac-ltv-balancing-act-rising</link><guid isPermaLink="false">https://blog.mervynchua.com/p/the-cac-ltv-balancing-act-rising</guid><dc:creator><![CDATA[Mervyn Chua]]></dc:creator><pubDate>Mon, 19 Jan 2026 03:57:10 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!NrqV!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F615cfca5-8b3d-4b3b-8dcd-bcb9c0b9469a_648x1152.gif" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Recently, the people and clients I meet have been consistently telling me that their cost of growth is rising year on year. And that is alarming.</p><p>The cost of growth is soaring. What happens when the price to win a new customer jumps 50% practically overnight?</p><p>Growth marketers in 2026 are finding out. Customer acquisition costs (CAC) have surged by <a href="https://www.phoenixstrategy.group/blog/cac-benchmarks-by-channel-2025#:~:text=Customer%20Acquisition%20Costs%20,what%20you%20need%20to%20know">40&#8211;60%</a> since 2023, fueled by fierce competition, privacy changes, and murky attribution. Digital advertising, once a bargain, now eats a lion&#8217;s share of budgets. In some cases, <a href="https://maccelerator.la/en/blog/enterprise/death-of-pure-play-dtc-omnichannel-path-100m/#:~:text=The%20direct,proven%20path%20to%20sustainable%20growth">30&#8211;40%</a> of a DTC brand&#8217;s revenue goes straight to ad spend.</p><p>The result? Profit margins shrink, and many companies are seeing red on new customers. It&#8217;s gotten so extreme that some brands find it <a href="https://www.businesswire.com/news/home/20220719005425/en/Brands-Losing-a-Record-$29-for-Each-New-Customer-Acquired#:~:text=Jordan%20Jewell%2C%20former%20research%20director,%E2%80%9D">cheaper</a> to mail old-school catalogues than to run Facebook ads. This was a scenario unthinkable just a few years ago.</p><p>In this environment, growth at any cost won&#8217;t cut it. The game has shifted from &#8220;spend and acquire&#8221; to &#8220;acquire smarter and maximise value.&#8221;</p><p>How can we survive this shift? It starts by obsessing over the balance between <strong>CAC and customer lifetime value (LTV)</strong>. If you&#8217;re paying $100 to acquire a customer who only brings in $80, you&#8217;re in trouble.</p><p>To stay in the black, <strong>LTV needs to beat CAC by a healthy margin</strong>. Ideally, this ratio is <a href="https://www.phoenixstrategy.group/blog/cac-benchmarks-by-channel-2025#:~:text=Key%20takeaway%3A%20Balance%20CAC%20with,costs%2C%20and%20improve%20attribution%20accuracy">3:1</a> or better. Every dollar spent to get a customer should return at least three dollars in revenue over that customer&#8217;s life.</p><p>Fast-growing B2C companies can still pull this off amid rising costs. Below, we dive into three strategies for balancing CAC with LTV and achieving smarter growth.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!NrqV!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F615cfca5-8b3d-4b3b-8dcd-bcb9c0b9469a_648x1152.gif" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!NrqV!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F615cfca5-8b3d-4b3b-8dcd-bcb9c0b9469a_648x1152.gif 424w, https://substackcdn.com/image/fetch/$s_!NrqV!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F615cfca5-8b3d-4b3b-8dcd-bcb9c0b9469a_648x1152.gif 848w, https://substackcdn.com/image/fetch/$s_!NrqV!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F615cfca5-8b3d-4b3b-8dcd-bcb9c0b9469a_648x1152.gif 1272w, https://substackcdn.com/image/fetch/$s_!NrqV!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F615cfca5-8b3d-4b3b-8dcd-bcb9c0b9469a_648x1152.gif 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!NrqV!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F615cfca5-8b3d-4b3b-8dcd-bcb9c0b9469a_648x1152.gif" width="648" height="1152" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/615cfca5-8b3d-4b3b-8dcd-bcb9c0b9469a_648x1152.gif&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:1152,&quot;width&quot;:648,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:315289,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/gif&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://blog.mervynchua.com/i/185024371?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F615cfca5-8b3d-4b3b-8dcd-bcb9c0b9469a_648x1152.gif&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!NrqV!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F615cfca5-8b3d-4b3b-8dcd-bcb9c0b9469a_648x1152.gif 424w, https://substackcdn.com/image/fetch/$s_!NrqV!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F615cfca5-8b3d-4b3b-8dcd-bcb9c0b9469a_648x1152.gif 848w, https://substackcdn.com/image/fetch/$s_!NrqV!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F615cfca5-8b3d-4b3b-8dcd-bcb9c0b9469a_648x1152.gif 1272w, https://substackcdn.com/image/fetch/$s_!NrqV!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F615cfca5-8b3d-4b3b-8dcd-bcb9c0b9469a_648x1152.gif 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><div><hr></div><h2>1. The New Reality: CAC Surge Squeezing Profitability</h2><p>It&#8217;s official: acquiring customers is more expensive than ever. We are witnessing a fundamental decoupling of cost and value. Between 2013 and 2021, average acquisition costs skyrocketed so much that brands went from losing $9 on every new customer to losing <strong><a href="https://www.businesswire.com/news/home/20220719005425/en/Brands-Losing-a-Record-$29-for-Each-New-Customer-Acquired#:~:text=In%202013%2C%20merchants%20lost%20on,virtually%20all%20of%20the%20difference">$29</a></strong>.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!aO08!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0d37ee2c-5dd2-4924-a44d-7114d005fe46_1979x1180.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!aO08!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0d37ee2c-5dd2-4924-a44d-7114d005fe46_1979x1180.png 424w, https://substackcdn.com/image/fetch/$s_!aO08!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0d37ee2c-5dd2-4924-a44d-7114d005fe46_1979x1180.png 848w, https://substackcdn.com/image/fetch/$s_!aO08!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0d37ee2c-5dd2-4924-a44d-7114d005fe46_1979x1180.png 1272w, https://substackcdn.com/image/fetch/$s_!aO08!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0d37ee2c-5dd2-4924-a44d-7114d005fe46_1979x1180.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!aO08!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0d37ee2c-5dd2-4924-a44d-7114d005fe46_1979x1180.png" width="1456" height="868" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/0d37ee2c-5dd2-4924-a44d-7114d005fe46_1979x1180.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:868,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:87886,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://blog.mervynchua.com/i/185024371?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0d37ee2c-5dd2-4924-a44d-7114d005fe46_1979x1180.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!aO08!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0d37ee2c-5dd2-4924-a44d-7114d005fe46_1979x1180.png 424w, https://substackcdn.com/image/fetch/$s_!aO08!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0d37ee2c-5dd2-4924-a44d-7114d005fe46_1979x1180.png 848w, https://substackcdn.com/image/fetch/$s_!aO08!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0d37ee2c-5dd2-4924-a44d-7114d005fe46_1979x1180.png 1272w, https://substackcdn.com/image/fetch/$s_!aO08!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0d37ee2c-5dd2-4924-a44d-7114d005fe46_1979x1180.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p></p><p>That is a <strong>222% increase in the cost drag</strong>, driven almost entirely by higher CAC and friction. In just the last two years, CAC has kept climbing by roughly 50%. We are living through a perfect storm. The precision of targeting has eroded due to privacy shifts, while competition has turned digital auctions into a bloodbath. Facebook&#8217;s cost per action has jumped so high that spending <strong>$230 to acquire a single customer</strong> is no longer an outlier; it is the new baseline.</p><p>These rising costs are crushing margins. If you used to pay $50 to get a customer and now pay $80, that extra spend is a direct tax on your survival. Many brands are literally losing money on initial sales. The traditional growth playbook, where flooding the zone with venture-backed ad spend, has hit a wall. To thrive, we must shift from &#8220;spend and acquire&#8221; to &#8220;acquire smarter.&#8221;</p><h2>2. Smarter Acquisition: Cut Costs and Boost Efficiency</h2><p>When CAC is rising, you cannot afford sloppy spending. You must channel your inner efficiency expert. The first lever of our balancing act is bringing CAC down by squeezing more conversions out of every single dollar.</p><ul><li><p><strong>Prioritise Lower-CAC Channels:</strong> Not all channels are created equal. Referral programs and word-of-mouth incentives often deliver customers at a fraction of the cost of paid ads. Content marketing and SEO require upfront effort, but they build an &#8220;equity&#8221; that makes future customers effectively free.</p></li><li><p><strong>Optimise Ruthlessly:</strong> If you must spend on ads, make them work harder. Use <strong>first-party data</strong> to tighten targeting and rotate creative to prevent ad fatigue.</p></li><li><p><strong>Master Conversion Rate Optimisation (CRO):</strong> Why pay for 100 clicks to get 5 customers if you can tweak your funnel to get 10? Recent data shows that advertisers focusing on conversion improvements rather than bidding wars are the ones maintaining a healthy CAC.</p></li></ul><p>You cannot control the market price of an impression, but you can control how well you convert that traffic.</p><h2>3. Maximising Lifetime Value: Keep Customers Coming Back</h2><p>If rising CAC is the headwind, a higher <strong>Customer Lifetime Value (LTV)</strong> is the tailwind that offsets it. As Seth Godin might say, stop chasing strangers and start nurturing the ones you&#8217;ve already won.</p><p>Acquiring a new customer can cost <a href="https://hbr.org/2014/10/the-value-of-keeping-the-right-customers#:~:text=Depending%20on%20which%20study%20you,to%2095">**5&#8211;25X</a> more** than retaining an existing one. A happy repeat customer comes &#8220;pre-acquired.&#8221; You don&#8217;t have to pay the &#8220;Zuckerberg Tax&#8221; twice. In fact, increasing customer retention by just <strong>5% can lift profits by 25%&#8211;95%</strong>.</p><p>To truly maximise LTV, we focus on five battle-tested strategies:</p><ul><li><p><strong>Invest in Experience:</strong> Seamless support and fast shipping turn transactions into relationships.</p></li><li><p><strong>Loyalty &amp; Perks:</strong> Programs like Starbucks Rewards cultivate habit-forming loyalty.</p></li><li><p><strong>Retention Campaigns:</strong> Use personalised SMS and email to win back business before a customer churns.</p></li><li><p><strong>Thoughtful Upselling:</strong> Use data to suggest what they actually need, increasing the average order value.</p></li><li><p><strong>Subscription Models:</strong> The &#8220;holy grail&#8221; of LTV is recurring revenue that locks in repeat value.</p></li></ul><p>Crucially, you must measure your <strong>LTV:CAC ratio</strong>. Aim for the magic <a href="https://www.phoenixstrategy.group/blog/cac-benchmarks-by-channel-2025#:~:text=Key%20takeaway%3A%20Balance%20CAC%20with,costs%2C%20and%20improve%20attribution%20accuracy">**3:1 ratio</a>** &#8212; spend $1 to get $3 back. If your ratio is slipping toward 1:1, it is a red flag that your retention machine is broken. The healthiest growth comes from acquiring the <em>right</em> customers, not just <em>any</em> customers. It is far better to have 1,000 loyal fans than 2,000 one-and-done bargain shoppers.</p><blockquote><p><strong>The Takeaway:</strong> Every additional month or purchase you earn from a customer cushions the blow of that initial CAC hit. In 2026, the winners won&#8217;t be those with the biggest budgets, but those with the deepest relationships.</p></blockquote><div><hr></div><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div><h2>Final Thoughts: Growth That Sticks, Not Slick Tricks</h2><p>Rising acquisition costs are the new gravity. A constant, downward pull on your margins. But gravity doesn&#8217;t ground the pilot who understands aerodynamics. The winners in this era won&#8217;t be those who simply spend the most on ads; they will be the ones who spend smartly and retain fiercely.</p><p>By reining in CAC through efficient, high-signal channels and elevating LTV through customer-centric strategies, you achieve the golden balance. This isn&#8217;t just a spreadsheet exercise; it is the only sustainable path to growth.</p><p>In practice, this requires a holistic shift. Marketing isn&#8217;t about pumping leads into a leaky funnel; it&#8217;s about building a base of profitable, loyal fans. Keep your <strong>LTV:CAC ratio</strong> as your north-star metric. Treat <strong>3:1</strong> as the thin line between a scalable business and an expensive hobby. When that ratio dips, don&#8217;t just ask for more budget &#8212; cut the CAC waste or amp up your retention efforts.</p><p><strong>The cost of maintaining a customer is always less than the cost of winning a new one.</strong> The most successful brands understand that acquisition and retention are two sides of the same coin. They acquire smartly, then do everything possible to keep those customers happy for years. That is growth that compounds value rather than eroding it.</p><p>The deck is stacked with higher costs, but you can stack the odds back in your favour by maximising what each customer is worth. Those who master this balance will not only survive these turbulent times; they will thrive with unit economics that make profitability and growth two sides of the same success story.</p><p><strong>Your Actionable Takeaway:</strong> Audit your LTV and CAC today. Where is your ratio? If it&#8217;s below 3:1, pick <strong>one</strong> acquisition expense to cut and <strong>one</strong> retention play to double down on this quarter. Small tweaks like a refined Google Ads target here, a new loyalty drip there, will move the needle. In a world of rising costs, let smart strategy be your competitive advantage.</p><p><strong>Spend wisely, nurture relentlessly, and growth will follow.</strong></p><p><strong>Is your LTV:CAC ratio healthy enough for 2026?</strong> <strong>Reach out and let&#8217;s discuss how to rebalance your growth <a href="https://calendly.com/collab-mervynchua/15min">here</a>.</strong></p><div><hr></div><div class="captioned-button-wrap" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/p/the-cac-ltv-balancing-act-rising?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;}" data-component-name="CaptionedButtonToDOM"><div class="preamble"><p class="cta-caption">Thanks for reading! This post is public, so feel free to share it.</p></div><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/p/the-cac-ltv-balancing-act-rising?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://blog.mervynchua.com/p/the-cac-ltv-balancing-act-rising?utm_source=substack&utm_medium=email&utm_content=share&action=share"><span>Share</span></a></p></div><p></p>]]></content:encoded></item><item><title><![CDATA[The Well-Rested Leader: Why Sleep Is Your Competitive Advantage]]></title><description><![CDATA[We live in a world that glorifies the hustle, where less sleep is seen as a prerequisite for success. Consistent, high-quality sleep isn't a luxury; its a strategic tool for high-stakes performance.]]></description><link>https://blog.mervynchua.com/p/the-well-rested-leader-why-sleep</link><guid isPermaLink="false">https://blog.mervynchua.com/p/the-well-rested-leader-why-sleep</guid><dc:creator><![CDATA[Mervyn Chua]]></dc:creator><pubDate>Tue, 06 Jan 2026 03:17:25 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!IAQ6!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F62b1d517-0d3f-4f3f-8b22-e492f7b2ca51_648x1152.gif" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>How many times have you returned from a long break feeling more drained than when you left? It is the great paradox of the modern holiday: we step away from the office to recharge, yet we often return to our desks running on empty.</p><p>I have to admit, I fell into this trap myself during the recent December break. I spent my time chasing every family gathering and party, fueled by the festive spirit but neglecting the pillow. When January rolled around, I felt the inverse impact on my performance immediately. I was sluggish, less creative, and my patience was thin.</p><p>It was a stark reminder that neglecting rest is a debt that always comes due. In a world that glorifies the &#8220;always-on&#8221; hustle, we often forget that our greatest competitive advantage is not how late we work, but how well we recover.</p><div><hr></div><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!IAQ6!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F62b1d517-0d3f-4f3f-8b22-e492f7b2ca51_648x1152.gif" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!IAQ6!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F62b1d517-0d3f-4f3f-8b22-e492f7b2ca51_648x1152.gif 424w, https://substackcdn.com/image/fetch/$s_!IAQ6!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F62b1d517-0d3f-4f3f-8b22-e492f7b2ca51_648x1152.gif 848w, https://substackcdn.com/image/fetch/$s_!IAQ6!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F62b1d517-0d3f-4f3f-8b22-e492f7b2ca51_648x1152.gif 1272w, https://substackcdn.com/image/fetch/$s_!IAQ6!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F62b1d517-0d3f-4f3f-8b22-e492f7b2ca51_648x1152.gif 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!IAQ6!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F62b1d517-0d3f-4f3f-8b22-e492f7b2ca51_648x1152.gif" width="648" height="1152" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/62b1d517-0d3f-4f3f-8b22-e492f7b2ca51_648x1152.gif&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:1152,&quot;width&quot;:648,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:589494,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/gif&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://blog.mervynchua.com/i/183631703?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F62b1d517-0d3f-4f3f-8b22-e492f7b2ca51_648x1152.gif&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!IAQ6!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F62b1d517-0d3f-4f3f-8b22-e492f7b2ca51_648x1152.gif 424w, https://substackcdn.com/image/fetch/$s_!IAQ6!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F62b1d517-0d3f-4f3f-8b22-e492f7b2ca51_648x1152.gif 848w, https://substackcdn.com/image/fetch/$s_!IAQ6!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F62b1d517-0d3f-4f3f-8b22-e492f7b2ca51_648x1152.gif 1272w, https://substackcdn.com/image/fetch/$s_!IAQ6!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F62b1d517-0d3f-4f3f-8b22-e492f7b2ca51_648x1152.gif 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p></p><h2>1. The High Cost of the &#8220;Hustle&#8221;</h2><p>Are you making decisions while functionally impaired? A Harvard Business Review <a href="https://hbr.org/2016/02/theres-a-proven-link-between-effective-leadership-and-getting-enough-sleep">survey</a> found that <strong>43% of leaders get insufficient sleep at least four nights a week</strong>. This deficit silently undermines the very behaviours that make a leader effective.</p><p>In fact, research shows that pulling just one all-nighter produces cognitive deficits equivalent to a <strong><a href="https://sleep.hms.harvard.edu/education-training/public-education/sleep-and-health-education-program/sleep-health-education-89#:~:text=,you%20are%20when%20you%27re%20tired">0.10% blood alcohol level</a></strong>. That is well past the point of being legally drunk.</p><blockquote><p><strong>Every time you skip sleep to finish an email, you are essentially trying to lead your team while intoxicated.</strong></p></blockquote><h2>2. The ROI of REM</h2><p>What happens to your brain when you actually prioritise those seven to eight hours? It becomes a sharper, more creative machine. Studies indicate that proper sleep can <strong>improve memory retention and recall by 20&#8211;40%</strong>.</p><p>Furthermore, REM sleep specifically fuels creative problem-solving. One study showed a <strong>15&#8211;35% jump in solving complex puzzles after REM-rich sleep</strong>.</p><blockquote><p><strong>For a marketer or executive, this means faster insights, better strategy, and a more resilient bottom line.</strong></p></blockquote><p>Find out how to sleep like a pro <a href="https://mervynchua.com/sleep-like-a-pro-why-i-ditched-tiktok-at-bedtime-and-outslept-my-wife/">here</a>.</p><h2>3. Turning Rest Into Results</h2><p>You need to make your sleep schedule non-negotiable, even if it means fewer late-night emails or social events. The shift will be immediate. You will feel more alert in morning meetings and handle team conflicts with far more emotional intelligence.</p><p>The ultimate proof for me came during a high-stakes presentation for a major client. Because I was well-rested, I was able to pivot my strategy in the moment and <strong>successfully renewed the account</strong>.</p><blockquote><p><strong>A tired version of ourselves would have missed the subtle cues that won the deal.</strong></p></blockquote><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div><div><hr></div><h2>Final Thoughts</h2><p>We need to stop praising the &#8220;sleep when you are dead&#8221; mentality. It is toxic, and more importantly, it is bad for business. When we treat exhaustion as a status symbol, we are simply advertising our own inefficiency.</p><p>A well-rested leader is a more capable, creative, and profitable leader. By protecting your rest, you are protecting your greatest professional asset: your mind. It is time to stop viewing sleep as a cost and start seeing it as a high-yield investment.</p><h3><strong>3 Key Takeaways</strong></h3><ul><li><p><strong>Sleep is a performance enhancer</strong>, not a sign of weakness.</p></li><li><p>Lack of sleep <strong>impairs your brain</strong> as much as excessive alcohol consumption.</p></li><li><p>Prioritising REM sleep can <strong>boost your creative problem-solving by up to 35%</strong>.</p></li></ul><p><strong>If you want to discuss how sleep can make you a better leader, let&#8217;s connect.</strong></p><div><hr></div><div class="captioned-button-wrap" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/p/the-well-rested-leader-why-sleep?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;}" data-component-name="CaptionedButtonToDOM"><div class="preamble"><p class="cta-caption">Thanks for reading! This post is public, so feel free to share it.</p></div><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/p/the-well-rested-leader-why-sleep?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://blog.mervynchua.com/p/the-well-rested-leader-why-sleep?utm_source=substack&utm_medium=email&utm_content=share&action=share"><span>Share</span></a></p></div><p></p>]]></content:encoded></item><item><title><![CDATA[Cracking the Attribution Code: Marketing Measurement in 2026]]></title><description><![CDATA[Stop chasing the ghost of the click. Learn how to navigate the zero-click world of 2026 by mastering visibility as ROI, always-on incrementality, and Generative Engine Optimisation (GEO) to capture hi]]></description><link>https://blog.mervynchua.com/p/cracking-the-attribution-code-marketing</link><guid isPermaLink="false">https://blog.mervynchua.com/p/cracking-the-attribution-code-marketing</guid><dc:creator><![CDATA[Mervyn Chua]]></dc:creator><pubDate>Fri, 19 Dec 2025 04:42:43 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!cIco!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F73b3b101-004f-40e2-af6d-84b2ea0f1a3c_1024x1536.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Have you ever wondered if the data on your dashboard is lying to you? In my recent conversations with business leaders, the anxiety is real: organic traffic is cratering, while AI-driven signals are quietly surging.</p><p>For years, we treated the click as a sacred signal. A click meant interest, intent, and the comforting illusion that we were winning. But as we move into 2026, that tidy reality has shattered.</p><p>We are now living in a <a href="https://mervynchua.com/attribution-in-the-ai-age-tracking-the-invisible-hand/">zero-click world</a>. Nearly <a href="https://www.bain.com/insights/goodbye-clicks-hello-ai-zero-click-search-redefines-marketing/">60%</a> of all searches now end without a single click to a website because AI engines provide answers directly on the search results page. This shift has turned our traditional attribution models into relics of a simpler time. We can no longer track the full customer journey with pixels alone.</p><p>This is what I call digital marketing&#8217;s dark matter: it is valuable, it is everywhere, and it is almost entirely untraceable. To survive, we must embrace intelligent uncertainty.</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div><div><hr></div><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!cIco!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F73b3b101-004f-40e2-af6d-84b2ea0f1a3c_1024x1536.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!cIco!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F73b3b101-004f-40e2-af6d-84b2ea0f1a3c_1024x1536.png 424w, https://substackcdn.com/image/fetch/$s_!cIco!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F73b3b101-004f-40e2-af6d-84b2ea0f1a3c_1024x1536.png 848w, https://substackcdn.com/image/fetch/$s_!cIco!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F73b3b101-004f-40e2-af6d-84b2ea0f1a3c_1024x1536.png 1272w, https://substackcdn.com/image/fetch/$s_!cIco!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F73b3b101-004f-40e2-af6d-84b2ea0f1a3c_1024x1536.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!cIco!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F73b3b101-004f-40e2-af6d-84b2ea0f1a3c_1024x1536.png" width="1024" height="1536" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/73b3b101-004f-40e2-af6d-84b2ea0f1a3c_1024x1536.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:1536,&quot;width&quot;:1024,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:2785671,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://blog.mervynchua.com/i/182052352?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F73b3b101-004f-40e2-af6d-84b2ea0f1a3c_1024x1536.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!cIco!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F73b3b101-004f-40e2-af6d-84b2ea0f1a3c_1024x1536.png 424w, https://substackcdn.com/image/fetch/$s_!cIco!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F73b3b101-004f-40e2-af6d-84b2ea0f1a3c_1024x1536.png 848w, https://substackcdn.com/image/fetch/$s_!cIco!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F73b3b101-004f-40e2-af6d-84b2ea0f1a3c_1024x1536.png 1272w, https://substackcdn.com/image/fetch/$s_!cIco!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F73b3b101-004f-40e2-af6d-84b2ea0f1a3c_1024x1536.png 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p></p><h2>1. Visibility is the new ROI</h2><p>Is your brand invisible if no one clicks on your website? This is the paradox of the AI funnel: while volume is plummeting, quality is skyrocketing. Clicks are falling, but brand impressions in AI Overviews are soaring by 49%.</p><p>AI-sourced visitors stay <a href="https://ppc.land/ai-traffic-converts-at-3x-higher-rates-than-traditional-channels/">4.1 times</a> longer and deliver a 67% higher lifetime value than traditional search visitors. This happens because conversational interfaces act as filters. By the time a user finally clicks, they are not just browsing, they are deciding.</p><ul><li><p><strong>The Shift</strong>: Organic CTR has dropped from 15% in 2023 to just 8% in 2026.</p></li><li><p><strong>The New KPI</strong>: Track branded search volume and share of voice in AI answers.</p></li><li><p><strong>The Goal</strong>: If more people look for you by name, your invisible influence is working</p></li></ul><h2>2. Incrementality is the only truth</h2><p>Are you paying for customers who would have bought from you anyway? This is the dirty secret of performance marketing. Last-click attribution often credits your ads for users already on a path to convert, inflating your ROI while masking <a href="https://www.appier.com/en/blog/incrementality-last-click-the-7-myths-holding-mobile-ua-back">wasted spend</a>. In 2026, the only way to defend your budget in the boardroom is through incrementality.</p><p>Incrementality is not a measurement question; it is a systems question. It is about isolating the true lift that media creates. This requires a shift from tactics to infrastructure, where you run tests mid-campaign and optimise weekly.</p><ul><li><p><strong>Establish Baselines</strong>: Use holdout groups and geo-tests to find your true organic floor.</p></li><li><p><strong>Parallel Systems</strong>: Run incrementality alongside old reports for one quarter to build trust.</p></li><li><p><strong>Scale Gradually</strong>: Follow the <a href="https://mervynchua.com/scaling-media-budgets-like-progressive-overload/">10% rule</a>. Increase budgets gradually and validate every move with clean data.</p></li></ul><h2>3. GEO is the new SEO</h2><p>In 2026, search engines are not just indexing your pages; they are <a href="https://searchengineland.com/plan-for-geo-2026-evolve-search-strategy-463399">learning</a> from them. Generative Engine Optimisation (GEO) is about making your content machine-readable. If you are not found, you are not cited.</p><p>You are no longer just writing for people; you are writing to be part of the data AI learns from. Your goal is to become the trusted entity that the AI chooses to reference.</p><ul><li><p><strong>Optimise for Extraction</strong>: Use clear answer blocks of 40 to 60 words.</p></li><li><p><strong>Entity Recognition</strong>: Implement Schema markup to boost your citation chances by 36%.</p></li><li><p><a href="https://www.cognism.com/blog/zero-click-seo">**E-E-A-T</a> (Experience-Expertise-Authority-Trustworthiness)**: Use named experts with established authority to increase trust and citation probability.</p><div><hr></div></li></ul><h2>Final Thoughts: Are you ready for the invisible hand to rewrite your rules?</h2><p>Attribution in the AI age is no longer about the vanity of perfect tracking. It is about embracing intelligent uncertainty. The winners of 2026 will not be those with the prettiest dashboards.</p><p>The spoils will go to the marketers who build for citability, optimise for context, and ruthlessly value quality over volume. We must move faster from reporting what happened to understanding why it matters. The click as we knew it is gone, but the opportunity remains massive for those willing to adapt.</p><p>It is time to stop looking in the rearview mirror and start guiding the next move. If you are ready to scale with structure and navigate this new dark matter together, let&#8217;s talk.</p><div><hr></div><div class="captioned-button-wrap" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/p/cracking-the-attribution-code-marketing?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;}" data-component-name="CaptionedButtonToDOM"><div class="preamble"><p class="cta-caption">Thanks for reading! This post is public, so feel free to share it.</p></div><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/p/cracking-the-attribution-code-marketing?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://blog.mervynchua.com/p/cracking-the-attribution-code-marketing?utm_source=substack&utm_medium=email&utm_content=share&action=share"><span>Share</span></a></p></div><p></p>]]></content:encoded></item><item><title><![CDATA[Product Teardown: Why Warner Bros Lost the Plot]]></title><description><![CDATA[Why Warner Bros lost the streaming war. A sharp product teardown on HBO, Netflix, brand decay, platform strategy, and how great companies quietly lose the plot.]]></description><link>https://blog.mervynchua.com/p/product-teardown-why-warner-bros</link><guid isPermaLink="false">https://blog.mervynchua.com/p/product-teardown-why-warner-bros</guid><dc:creator><![CDATA[Mervyn Chua]]></dc:creator><pubDate>Tue, 16 Dec 2025 05:00:57 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!mV1k!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0df82e50-ebc9-44ff-b726-cb4ca585d1f6_1024x1536.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>As someone who used to be in the OTT streaming industry, this one felt personal. When the news broke that Netflix would be purchasing Warner Bros. Discovery for <strong>$82.7 billion</strong>, it did not feel like just another M&amp;A headline. It felt like a cultural plot twist. One that few would have believed a decade ago, and yet now feels strangely inevitable.</p><p>Warner Bros once owned the cultural high ground. <strong>HBO was not just TV, it was taste.</strong> Subscribing to HBO signalled discernment. It meant <em>The Sopranos</em>, <em>The Wire</em>, <em>Game of Thrones</em>. Prestige you paid for, waited for, and talked about on Monday morning. Which raises the uncomfortable question: <strong>how did the studio that defined &#8220;premium&#8221; end up licensing its crown jewels to Netflix</strong>, a company that once mailed DVDs in red envelopes?</p><p>This was not a disruption. It was <strong>self-inflicted decay</strong>, driven by identity confusion, debt-led decision making, and product thinking anchored to a legacy world that no longer existed. This teardown is not about gossip, personalities, or nostalgia. It is about <strong>product, incentives, and strategy</strong>. A clear-eyed look at how great companies lose the plot quietly, one rational decision at a time. The strategies and alternate paths explored here are a thought experiment, shaped by my own perspective. Not hindsight heroics, but lessons worth stealing before your own final season airs. </p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div><div><hr></div><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!mV1k!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0df82e50-ebc9-44ff-b726-cb4ca585d1f6_1024x1536.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!mV1k!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0df82e50-ebc9-44ff-b726-cb4ca585d1f6_1024x1536.png 424w, https://substackcdn.com/image/fetch/$s_!mV1k!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0df82e50-ebc9-44ff-b726-cb4ca585d1f6_1024x1536.png 848w, https://substackcdn.com/image/fetch/$s_!mV1k!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0df82e50-ebc9-44ff-b726-cb4ca585d1f6_1024x1536.png 1272w, https://substackcdn.com/image/fetch/$s_!mV1k!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0df82e50-ebc9-44ff-b726-cb4ca585d1f6_1024x1536.png 1456w" sizes="100vw"><img 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srcset="https://substackcdn.com/image/fetch/$s_!mV1k!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0df82e50-ebc9-44ff-b726-cb4ca585d1f6_1024x1536.png 424w, https://substackcdn.com/image/fetch/$s_!mV1k!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0df82e50-ebc9-44ff-b726-cb4ca585d1f6_1024x1536.png 848w, https://substackcdn.com/image/fetch/$s_!mV1k!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0df82e50-ebc9-44ff-b726-cb4ca585d1f6_1024x1536.png 1272w, https://substackcdn.com/image/fetch/$s_!mV1k!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0df82e50-ebc9-44ff-b726-cb4ca585d1f6_1024x1536.png 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p></p><h2>1. The Golden Age Moat and <em>Game of Thrones</em></h2><h3>HBO was a product, not just a channel</h3><p>For four decades, HBO built one of the strongest moats in modern media. Scarcity. Curation. Cultural moments. From <em>The Sopranos</em> to <em>The Wire</em> to <em>Game of Thrones</em>, HBO trained audiences to associate Sunday night with status. This was appointment viewing in an on-demand world.</p><p>HBO was not background noise. It was a <strong>signal</strong>. Subscribing said something about you. That you valued quality over quantity. That you had taste. This mattered because the brand equity transcended any single show. It justified premium pricing, slower release cycles, and a sense of trust that few media companies ever earn.</p><p>In product terms, HBO did what most platforms fail to do. It stood for something clear, narrow, and emotionally resonant.</p><h3><em>Game of Thrones</em> was not the problem</h3><p>The finale did not kill HBO. Dependency did.</p><p>The real failure was not a controversial ending but a lack of succession planning. When <em>Game of Thrones</em> ended in 2019, there was no narrative handoff. No next cultural gravity well. Viewers did not migrate en masse to <em>Westworld</em> or <em>Watchmen</em>. They left.</p><p>The data tells a blunt story. Post-2019, HBO saw a sharp audience drop. No replacement show achieved comparable cultural pull. This was not market saturation. It was product fragility. When one feature carries the entire value proposition, the product is weaker than it looks.</p><p>The lesson is uncomfortable but universal. If your best feature leaves and your users leave with it, you did not build a platform. You built a hit.</p><h2>2. While Warner Bros Debated, Netflix Compounded</h2><h3>Infrastructure beats prestige</h3><p>Netflix did not win because it spent the most on content. It won because it built the best systems.</p><p>Its advantage was infrastructure. A compounding flywheel that looked like this: more users led to more data, which led to better recommendations, which drove higher engagement, which informed smarter content bets.</p><p>Netflix iterated at product speed. Warner Bros moved at board-cycle speed.</p><p>Netflix is becoming a utility rather than a channel. That framing matters. Utilities are hard to displace because they embed themselves into daily behaviour. Prestige brands still need to earn attention every time.</p><h3>When everything is the product, nothing is</h3><p>Then came the identity crisis. HBO Max launched. Then it was rebranded to Max. Then, quietly, it became HBO Max again.</p><p>Each move was rational in isolation. Together, they were destructive.</p><p>Prestige drama sat next to reality TV in the same interface. Discovery content collided with HBO&#8217;s carefully cultivated aura. Users no longer knew what the brand stood for.</p><p>People buy meaning before features. Warner Bros did not lose features. It erased meaning.</p><h3>Conflicting business models, one broken experience</h3><p>Underneath the branding confusion was a deeper structural problem. An impossible triangle.</p><p>Theatrical teams wanted exclusive windows. Streaming teams needed immediacy. Finance teams were focused on debt reduction. Project Popcorn, the simultaneous theatrical and streaming release strategy, was not a solution. It was a compromise dressed up as innovation.</p><p>The result was predictable. Theater partners were alienated. Creators felt betrayed. Consumers were confused. When everyone is optimised for a different outcome, the product experience suffers quietly and then suddenly.</p><h2>3. The Alternate Timeline</h2><h3>What Warner Bros could have done</h3><p>The tragedy is that none of the alternatives were radical.</p><ul><li><p>One path was to become the prestige streaming service. Fewer shows. Higher prices. Clear positioning. Think twelve to fifteen cultural events a year, not a content firehose.</p></li><li><p>Another was to partner early with a platform player like Apple. Capital on one side, content on the other. HBO is a premium layer, not a mass-market competitor.</p></li><li><p>A third was to separate from debt faster and reset incentives around customers rather than creditors. Painful in the short term, liberating in the long term.</p></li></ul><p>These were not moonshots. They were uncomfortable choices that required saying no.</p><h3>The Netflix deal is a symptom, not the ending</h3><p>Selling content to Netflix signals more than pragmatism. It signals a loss of distribution leverage. In markets where scale wins, late movers do not disappear. They become suppliers.</p><p>This is consolidation as inevitability. Fewer platforms. More power. Higher prices. Exactly the oligopoly dynamics Galloway has warned about in the streaming economy.</p><p>Warner Bros did not lose because Netflix was brilliant once. Netflix compounded while Warner Bros hesitated. And in product strategy, hesitation is rarely neutral. It is cumulative.</p><div><hr></div><h2>Final Thoughts: Great Companies Rarely Die Loudly</h2><p>Great companies do not collapse in spectacular fashion. They fade. Quietly. Through a thousand small, reasonable decisions that make sense in the moment and compound into irrelevance over time. Warner Bros did not lose because Netflix made one genius move. They lost because Netflix was <strong>consistently clearer</strong> about who it was building for, what it stood for, and how fast it needed to move.</p><p>This is the uncomfortable product lesson. <strong>Speed beats optimisation.</strong> <strong>Focus beats volume.</strong> A brand is not a logo or a legacy. It is a fragile promise renewed every time a customer opens your product and instantly understands why it exists.</p><p>Warner Bros did not lose the streaming war. <strong>They lost the plot long before the final episode.</strong></p><div><hr></div><div class="captioned-button-wrap" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/p/product-teardown-why-warner-bros?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;}" data-component-name="CaptionedButtonToDOM"><div class="preamble"><p class="cta-caption">Thanks for reading! This post is public, so feel free to share it.</p></div><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/p/product-teardown-why-warner-bros?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://blog.mervynchua.com/p/product-teardown-why-warner-bros?utm_source=substack&utm_medium=email&utm_content=share&action=share"><span>Share</span></a></p></div><p></p>]]></content:encoded></item><item><title><![CDATA[From Google to TikTok: Social Search Marketing in 2026]]></title><description><![CDATA[Discover how social search is replacing Google as the new discovery engine in 2026. Learn why TikTok, AI, and S-SEO are redefining consumer intent, brand visibility, & the future of digital marketing.]]></description><link>https://blog.mervynchua.com/p/from-google-to-tiktok-social-search</link><guid isPermaLink="false">https://blog.mervynchua.com/p/from-google-to-tiktok-social-search</guid><dc:creator><![CDATA[Mervyn Chua]]></dc:creator><pubDate>Tue, 09 Dec 2025 15:41:03 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!-ZXQ!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffedeccbb-c7ae-4068-98df-ea5079f60c96_1024x1536.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>A few years ago, my Saturday morning ritual was simple.</p><p>Coffee, injury reports, and a dozen Google searches to optimise my Fantasy Premier League lineup. Today, none of that involves Google. Instead, I&#8217;m scrolling through TikTok for last-minute injury whispers, wildcard hacks, and highest differential captain picks. Not because I&#8217;m trying to be cool, but because the best answers aren&#8217;t on search engines anymore. They&#8217;re on social feeds.</p><p>That tiny shift in my routine mirrors a massive shift in global consumer behaviour. Search isn&#8217;t dying; it&#8217;s relocating. Discovery, intent, and decision-making are no longer triggered by static blue links. They&#8217;re being shaped by dynamic short-form videos built by creators and algorithms that learn faster than we do.</p><p>This is the rise of social search. And in 2026, it&#8217;s no longer a sideshow. It&#8217;s the new operating system for consumer discovery, powering a global commerce engine on track to reach almost three trillion dollars. </p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div><div><hr></div><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!-ZXQ!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffedeccbb-c7ae-4068-98df-ea5079f60c96_1024x1536.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!-ZXQ!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffedeccbb-c7ae-4068-98df-ea5079f60c96_1024x1536.png 424w, https://substackcdn.com/image/fetch/$s_!-ZXQ!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffedeccbb-c7ae-4068-98df-ea5079f60c96_1024x1536.png 848w, https://substackcdn.com/image/fetch/$s_!-ZXQ!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffedeccbb-c7ae-4068-98df-ea5079f60c96_1024x1536.png 1272w, https://substackcdn.com/image/fetch/$s_!-ZXQ!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffedeccbb-c7ae-4068-98df-ea5079f60c96_1024x1536.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!-ZXQ!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffedeccbb-c7ae-4068-98df-ea5079f60c96_1024x1536.png" width="1024" height="1536" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/fedeccbb-c7ae-4068-98df-ea5079f60c96_1024x1536.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:1536,&quot;width&quot;:1024,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:2182824,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://blog.mervynchua.com/i/181148973?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffedeccbb-c7ae-4068-98df-ea5079f60c96_1024x1536.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!-ZXQ!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffedeccbb-c7ae-4068-98df-ea5079f60c96_1024x1536.png 424w, https://substackcdn.com/image/fetch/$s_!-ZXQ!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffedeccbb-c7ae-4068-98df-ea5079f60c96_1024x1536.png 848w, https://substackcdn.com/image/fetch/$s_!-ZXQ!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffedeccbb-c7ae-4068-98df-ea5079f60c96_1024x1536.png 1272w, https://substackcdn.com/image/fetch/$s_!-ZXQ!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffedeccbb-c7ae-4068-98df-ea5079f60c96_1024x1536.png 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><h2><strong>1. The Great Discovery Migration: Why Search Moved from Google to Social</strong></h2><p>For years, we treated Google as the front door to the internet. Today, that door is shifting, and most brands haven&#8217;t noticed they&#8217;re standing in the wrong hallway.</p><h3><strong>1.1 The economic displacement</strong></h3><p>The data is blunt. <a href="https://goatagency.com/blog/gen-z-social-commerce/">82% of consumers</a> now use social platforms for product discovery**, with Gen Z leading the shift at <strong><a href="https://maropost.com/blog/ecommerce-trends-2026">76%</a></strong>. Social commerce in the US is marching toward $150B, while global projections hit <a href="https://www.salesforce.com/commerce/social/">$2.9T</a> by 2026. This isn&#8217;t a trend curve. It&#8217;s a tectonic plate moving under every marketer&#8217;s feet.</p><p>And here&#8217;s the uncomfortable truth: while consumers migrate to TikTok and Instagram for answers, many brands are still optimising like it&#8217;s 2015. They&#8217;re building for search engines while their customers are discovering through creators, comments, and chaotic-good algorithm magic.</p><h3><strong>1.2 Intent isn&#8217;t just typed anymore</strong></h3><p>On TikTok, intent is a behaviour, not a query. It shows up in the micro-moments: how long you hover, what you rewind, what you save at 2 AM. These signals whisper more about interest than any typed keyword ever could. Short-form platforms have become intent-discovery engines that don&#8217;t wait for you to ask a question; they predict the question before you know you have one.</p><h3><strong>1.3 What this means for brands</strong></h3><p>If your brand only appears when someone types into Google, you&#8217;re already behind. In 2026, visibility lives in the scroll. If your content doesn&#8217;t appear when someone laughs, pauses, shares, or stops mid-swipe, you don&#8217;t exist. The algorithm doesn&#8217;t care about your domain authority. It cares about whether someone watched your video twice.</p><h2><strong>2. S-SEO: Social Search Optimisation and the Rise of the Three-Layer Index</strong></h2><p>For two decades, SEO revolved around one thing: text. Keywords, tags, metadata. In 2026, the universe has expanded. Social search now requires a <strong>three-layer indexing strategy</strong> that mirrors how platforms actually understand content.</p><h3><strong>2.1 Layer 1: Textual Signals (Captions, Keywords, Hashtags)</strong></h3><p>Think of this as the foundation. Captions need natural-language long-tail keywords. Hashtags should stay tight and relevant, ideally <strong>three to five</strong>. No hashtag stuffing. No keyword salad. Write for humans first, algorithms second.</p><h3><strong>2.2 Layer 2: Visual Signals (On-screen text)</strong></h3><p>On-screen text is your new title tag. TikTok and Instagram don&#8217;t just show your subtitles. They read them. A clear phrase like &#8220;Best moisturiser for oily skin&#8221; on screen makes your content discoverable even before a user engages. It&#8217;s a scroll-stopper and an indexing cue rolled into one.</p><h3><strong>2.3 Layer 3: Auditory Signals (Spoken keywords)</strong></h3><p>Here&#8217;s the twist no one saw coming. With near-perfect AI transcription, <strong>spoken audio is now a search surface</strong>. If you say &#8220;budget-friendly running shoes&#8221; out loud, TikTok treats it like metadata. The algorithm hears you. Literally. Brands that don&#8217;t script spoken keywords into their content are leaving discoverability on the table.</p><h3><strong>2.4 Velocity Metrics: The New Ranking Factors</strong></h3><p>In the old world, backlinks built authority. In the new world, velocity builds relevance. Platforms elevate content using metrics that show immediate audience interest:</p><ul><li><p>Watch time</p></li><li><p>Completion rate</p></li><li><p>Rewatches</p></li><li><p>Shares</p></li></ul><p>The For You Page is the new Page One, and the only way in is through content that hooks in three seconds.</p><h2><strong>3. The Search Horizon: AI, AR, and Zero-Click Commerce</strong></h2><p>We aren&#8217;t just replacing Google. We&#8217;re outgrowing it. What&#8217;s emerging in 2026 is a search landscape powered by intelligence, personalisation, and frictionless commerce.</p><h3><strong>3.1 AI-driven hyper-personalisation</strong></h3><p>AI now orchestrates a dynamic experience for every user. Search results re-rank in real time. Product pages morph based on behaviour. Offers change depending on loyalty, price sensitivity, or previous interactions. This isn&#8217;t segmentation. It&#8217;s micro-personalisation at scale.</p><h3><strong>3.2 Visual search as the new discovery engine</strong></h3><p>TikTok Visual Search lets you find products by pointing your camera. No typing. No guessing. No Google. It&#8217;s a discovery without effort and intent without a query. A camera becomes the most intuitive search bar in the world.</p><h3><strong>3.3 AR as the new trust indicator</strong></h3><p>AR try-ons bridge the last gap between desire and decision. Want to see how the lipstick shade looks or whether the sneakers match your fit? Try them on instantly. One swipe later, you&#8217;re at checkout.</p><p>By 2026, discovery, research, and purchase no longer live in separate stages. They happen in one continuous motion, inside one app, powered by one algorithm that knows what you want before you articulate it.</p><div><hr></div><h2>Final Thoughts: The Search Singularity Has Arrived</h2><p>We&#8217;ve crossed a threshold. Search is no longer a destination. It&#8217;s a behaviour woven into every swipe, pause, and rewatch.</p><p>What started as a small shift in how I choose my Fantasy Premier League captains has become a global reordering of how consumers discover, evaluate, and buy.</p><p>To stay visible in 2026, three strategic imperatives matter more than anything else.</p><p><strong>1. Master S-SEO</strong></p><p>Engineer every piece of content for layered indexability. Text, visuals, and spoken audio must work together as one search-optimised engine. If it isn&#8217;t indexable, it isn&#8217;t findable.</p><p><strong>2. Prioritise authenticity</strong></p><p>Trust has become the algorithm. UGC, detailed reviews, and micro-influencers don&#8217;t just make your brand relatable. They make it rank.</p><p><strong>3. Profitable attention</strong></p><p>Traffic is a vanity metric. The real KPI is attention that behaves with intent: the rewatch, the save, the share, the click that leads to action. Attention that compounds is the new form of ROI.</p><blockquote><p>If Google was the library of the internet, TikTok is the living marketplace. The future of search isn&#8217;t typed. It&#8217;s scrolled.</p></blockquote><div><hr></div><div class="captioned-button-wrap" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/p/from-google-to-tiktok-social-search?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;}" data-component-name="CaptionedButtonToDOM"><div class="preamble"><p class="cta-caption">Thanks for reading! This post is public, so feel free to share it.</p></div><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/p/from-google-to-tiktok-social-search?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://blog.mervynchua.com/p/from-google-to-tiktok-social-search?utm_source=substack&utm_medium=email&utm_content=share&action=share"><span>Share</span></a></p></div><p></p>]]></content:encoded></item><item><title><![CDATA[AI Marketing Toolbox: How GenAI and Automation Fuel Growth]]></title><description><![CDATA[Unlock the modern AI marketing toolbox. Discover how GenAI, automation, and machine learning amplify content, personalisation, insights, and team efficiency to accelerate growth.]]></description><link>https://blog.mervynchua.com/p/ai-marketing-toolbox-how-genai-and</link><guid isPermaLink="false">https://blog.mervynchua.com/p/ai-marketing-toolbox-how-genai-and</guid><dc:creator><![CDATA[Mervyn Chua]]></dc:creator><pubDate>Thu, 27 Nov 2025 06:15:33 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!7xaO!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7fe03ff0-c79f-4c0a-9a2a-eca806d846e7_1024x1536.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>I&#8217;ve always believed in the idea of levelling up, even in domains where you think you&#8217;re already fluent. Expertise isn&#8217;t a destination; it&#8217;s an illusion we entertain until the next breakthrough proves us wrong. That&#8217;s exactly what the BCG Rise DMEA program reminded me of. I went in thinking I had a strong grasp of digital marketing, and came out realising how much AI has already rewritten the rules.</p><p>Being a digital marketer today isn&#8217;t just about knowing your channels or building a MarTech stack. It&#8217;s about building your own AI marketing toolbox, a personal system of GenAI assistants, automation engines, and intelligent workflows that amplify what you can do. The job is no longer about juggling tasks, but about orchestrating an ecosystem.</p><p>This toolbox is changing how we create, personalise, analyse, and execute. And the faster you adopt it, the bigger your growth acceleration becomes.</p><div><hr></div><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!7xaO!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7fe03ff0-c79f-4c0a-9a2a-eca806d846e7_1024x1536.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!7xaO!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7fe03ff0-c79f-4c0a-9a2a-eca806d846e7_1024x1536.png 424w, https://substackcdn.com/image/fetch/$s_!7xaO!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7fe03ff0-c79f-4c0a-9a2a-eca806d846e7_1024x1536.png 848w, https://substackcdn.com/image/fetch/$s_!7xaO!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7fe03ff0-c79f-4c0a-9a2a-eca806d846e7_1024x1536.png 1272w, https://substackcdn.com/image/fetch/$s_!7xaO!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7fe03ff0-c79f-4c0a-9a2a-eca806d846e7_1024x1536.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!7xaO!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7fe03ff0-c79f-4c0a-9a2a-eca806d846e7_1024x1536.png" width="1024" height="1536" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/7fe03ff0-c79f-4c0a-9a2a-eca806d846e7_1024x1536.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:1536,&quot;width&quot;:1024,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:2349938,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://blog.mervynchua.com/i/180083682?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7fe03ff0-c79f-4c0a-9a2a-eca806d846e7_1024x1536.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!7xaO!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7fe03ff0-c79f-4c0a-9a2a-eca806d846e7_1024x1536.png 424w, https://substackcdn.com/image/fetch/$s_!7xaO!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7fe03ff0-c79f-4c0a-9a2a-eca806d846e7_1024x1536.png 848w, https://substackcdn.com/image/fetch/$s_!7xaO!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7fe03ff0-c79f-4c0a-9a2a-eca806d846e7_1024x1536.png 1272w, https://substackcdn.com/image/fetch/$s_!7xaO!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7fe03ff0-c79f-4c0a-9a2a-eca806d846e7_1024x1536.png 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p></p><h1><strong>0. The AI Marketing Toolbox: What It Is and Why It Matters</strong></h1><p>The modern digital marketer&#8217;s toolbox has evolved from dashboards and spreadsheets into a living ecosystem of intelligent helpers. At its core are four pillars.</p><ul><li><p>You have <strong>GenAI tools</strong> that create content on command.</p></li><li><p><strong>Automation platforms</strong> that execute campaigns without constant hand-holding.</p></li><li><p><strong>ML-driven analytics engines</strong> that make sense of complex patterns.</p></li><li><p>And <strong>workflow tools</strong> that handle repetitive tasks so humans can focus on thinking rather than clicking.</p></li></ul><p>AI doesn&#8217;t replace marketers. It amplifies them.</p><p>Think of it as giving every digital marketer their own team of specialised interns who never sleep, don&#8217;t get tired, and can create at scale. The real gap now isn&#8217;t capability. It&#8217;s adoption.</p><h1><strong>1. Content at Scale Without the Grind</strong></h1><p>Meet the new creative interns. Tools like <strong><a href="https://chat.openai.com">ChatGPT</a></strong>, <strong><a href="https://www.jasper.ai">Jasper</a></strong>, <strong><a href="https://www.midjourney.com">Midjourney</a></strong>, and <strong><a href="https://www.canva.com/ai-image-generator/">Canva AI</a></strong> can draft content, repurpose assets, and generate variants in seconds. Creative directors who once spent hours wrestling with production now spend more time refining, editing, and elevating ideas.</p><p>This shift isn&#8217;t just convenience. It&#8217;s a structural productivity boom.</p><p><a href="https://www.mckinsey.com/capabilities/growth-marketing-and-sales/our-insights/how-generative-ai-can-boost-consumer-marketing">McKinsey</a> estimates generative AI could unlock <strong>$4.4 trillion</strong> in annual productivity, with marketing and sales poised to capture a huge chunk. In growth loops, speed compounds value. The brands that produce, test, and iterate faster win.</p><p>In practice, this means you can generate 20 ad copy variations in minutes. You can produce ten landing page headlines for instant testing. You can spin up visuals for experiments without waiting for briefs or your creative teams.</p><blockquote><p>AI lets marketers do in hours what used to require teams.</p></blockquote><h1><strong>2. Hyper-Personalisation and Automation: The New Marketing Superpower</strong></h1><p>The old mantra &#8220;right person, right message, right time&#8221; used to feel like a lofty ideal. AI makes it real at scale.</p><p>Automation platforms now run intelligent segmentation, predictive triggers, automated A/B tests, dynamic creative rotation, and real-time personalisation. These aren&#8217;t futuristic features. They are table stakes.</p><p>This is how lean teams start to feel like Amazon.</p><p>You can personalise email campaigns for thousands. You can adjust website content based on behaviour in real time. You can automate journeys from acquisition to retention without touching every node.</p><blockquote><p>Even lean teams can deliver hyper-personalised, high-velocity marketing experiences.</p></blockquote><h1><strong>3. Insights from Oceans of Data: AI as Your Analyst</strong></h1><p>Today&#8217;s growth marketer must work with data, but AI reduces the need for manual heavy lifting. Machine learning surfaces patterns humans can&#8217;t spot and connects behavioural dots you wouldn&#8217;t even consider.</p><p>Predictive and behavioural analytics can highlight churn risks, identify high-value micro-segments, and map intent patterns far more accurately than human intuition.</p><p>For example, <strong>classification models</strong> can predict which customers are likely to churn. <strong>Recommendation models</strong> can suggest next-best-offers or content. <strong>Forecasting models</strong> can project campaign performance based on historical signals. AI turns raw data into intelligence that fuels sharper decisions and faster interventions.</p><blockquote><p>It&#8217;s your AI analyst who never sleeps, never gets bored, and never stops scanning for signals.</p></blockquote><h1><strong>4. Efficiency and Team Augmentation: Marketing at the Speed of Automation</strong></h1><p>AI acts as a growth engine by taking over routine tasks. Scheduling, reporting, bidding, and workflow management can all run on autopilot.</p><p>This changes the marketer&#8217;s role. Instead of executing every task manually, marketers become conductors, orchestrating the system and leaning into creativity and strategy.</p><p>Weekly reporting can be fully automated. Multi-channel ad optimisation happens continuously. Posts publish themselves. Creative assets get analysed for performance without manual crunching.</p><blockquote><p>Teams using AI execute in days what used to take weeks. More doing, less dragging.</p></blockquote><h1><strong>5. Caveats and Guardrails: Keeping It Human</strong></h1><p>AI isn&#8217;t flawless. It hallucinates. It can produce average-sounding content. It raises privacy and ethical concerns.</p><p>This is why human direction still matters. Humans bring context, strategy, taste, and the brand&#8217;s moral compass. AI amplifies execution rather than replacing judgment.</p><p>The golden rule is simple. Use AI to assist, not to spam. Keep outputs aligned to brand voice and values. Layer authenticity into everything.</p><blockquote><p>The best marketers don&#8217;t see AI as a magic wand. They see it as a force multiplier, and they wield it with intention.</p></blockquote><div><hr></div><h1>Final Thoughts</h1><p>In the end, it all circles back to growth, the personal kind. The discipline of continuous levelling up isn&#8217;t just a nice-to-have anymore. It&#8217;s the differentiator. The marketer who thrives isn&#8217;t the one with the biggest budget, but the one with the best toolbox.</p><p>AI won&#8217;t replace marketers. It will replace marketers who refuse to adapt. Those who build and master their own AI marketing toolbox will move faster, see clearer, and outperform everyone else.</p><blockquote><p>The future belongs to the marketers who can think like strategists, act like technologists, and work like augmented teams. Build your toolbox now, because growth isn&#8217;t waiting.</p></blockquote><p><strong>If you are thinking about how to level up your digital marketing team with an AI toolbox, connect and speak with me.</strong></p><div><hr></div><div class="captioned-button-wrap" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/p/ai-marketing-toolbox-how-genai-and?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;}" data-component-name="CaptionedButtonToDOM"><div class="preamble"><p class="cta-caption">Thanks for reading! This post is public, so feel free to share it.</p></div><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/p/ai-marketing-toolbox-how-genai-and?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://blog.mervynchua.com/p/ai-marketing-toolbox-how-genai-and?utm_source=substack&utm_medium=email&utm_content=share&action=share"><span>Share</span></a></p></div><p></p>]]></content:encoded></item><item><title><![CDATA[Product Teardown: Why Bitcoin Has Failed Its Original Vision]]></title><description><![CDATA[A sharp teardown of why Bitcoin has strayed from Satoshi&#8217;s original vision, examining its shift toward digital gold, centralisation, and speculation and what the next generation of crypto must learn.]]></description><link>https://blog.mervynchua.com/p/product-teardown-why-bitcoin-has</link><guid isPermaLink="false">https://blog.mervynchua.com/p/product-teardown-why-bitcoin-has</guid><dc:creator><![CDATA[Mervyn Chua]]></dc:creator><pubDate>Fri, 21 Nov 2025 06:20:17 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!ncmw!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcb3ffd57-cee2-4d13-99d3-d613aae67fa2_1024x1536.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>I have been through and got burned during the crypto winter of 2022. As we watched Bitcoin <a href="https://www.barrons.com/articles/bitcoin-price-xrp-crypto-today-30682555">free-fall</a> by twenty per cent over the last two weeks, the scenes of that winter flashed through my mind.</p><p>From an economic or financial yardstick, few would call Bitcoin a failure. No spreadsheet or quant ever predicted a digital token would pull off a trillion-dollar magic trick. Yet when I return to the original premise, the part of the story that mattered before the speculation, it&#8217;s hard not to imagine Satoshi shaking his head. Unless, of course, he became a convert after becoming a billionaire.</p><p>The revolution was supposed to be decentralised. Instead, it got an IPO.</p><p>When Satoshi Nakamoto published the Bitcoin <a href="https://bitcoin.org/bitcoin.pdf">whitepaper</a> on October 31, 2008, the message was audacious yet disarmingly simple: build a peer-to-peer electronic cash system that enabled direct online transactions without trusted intermediaries. Sixteen years later, as Bitcoin tumbles from its October 2025 peak of $126,000 to below $90,000, erasing all of the year&#8217;s gains, we&#8217;re forced to confront an uncomfortable truth. Bitcoin has failed its original premise. Not catastrophically. Not completely. But fundamentally. </p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div><div><hr></div><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!ncmw!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcb3ffd57-cee2-4d13-99d3-d613aae67fa2_1024x1536.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" 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srcset="https://substackcdn.com/image/fetch/$s_!ncmw!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcb3ffd57-cee2-4d13-99d3-d613aae67fa2_1024x1536.png 424w, https://substackcdn.com/image/fetch/$s_!ncmw!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcb3ffd57-cee2-4d13-99d3-d613aae67fa2_1024x1536.png 848w, https://substackcdn.com/image/fetch/$s_!ncmw!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcb3ffd57-cee2-4d13-99d3-d613aae67fa2_1024x1536.png 1272w, https://substackcdn.com/image/fetch/$s_!ncmw!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcb3ffd57-cee2-4d13-99d3-d613aae67fa2_1024x1536.png 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><h1>1. The Genesis and the Promise</h1><h2>The Original Thesis</h2><p>Bitcoin didn&#8217;t begin as a gold vault. It began as a protest.</p><p>The whitepaper wasn&#8217;t a hymn about digital gold. It was a blueprint for a payment protocol that could bypass the very institutions Satoshi believed had failed humanity. Embedding <em>&#8220;The Times 03/Jan/2009 Chancellor on brink of second bailout for banks&#8221;</em> into the genesis block was not poetry. It was a warning shot.</p><p>The promise rested on three pillars.</p><h3><strong>Decentralisation as ideology</strong></h3><p>Power was meant to be distributed across thousands of nodes, each verifying transactions independently. No kings. No emperors. No HQ.</p><h3><strong>Peer-to-peer transactions</strong></h3><p>Money would move directly between people without banks, governments, or payment processors taking their cut.</p><h3><strong>Financial sovereignty</strong></h3><p>Users would own their wealth through cryptographic keys, not through an institution&#8217;s goodwill.</p><p>It was elegant, principled, and radical.</p><h2>The Meteoric Rise</h2><p>Then came the early years when Bitcoin behaved exactly like a revolution should.</p><p>From zero in 2009 to forty cents in 2010, then thirty-two dollars in 2011, and past one thousand dollars in 2013, Bitcoin gathered believers who saw not price charts, but possibility. The tech worked. The network grew. The narrative wrote itself.</p><p>For a moment, it felt inevitable.</p><h2>The Recent Fall from Grace</h2><p>Fast forward to November 2025. Bitcoin&#8217;s tumble below $100,000, crashing toward $85,000, erased all yearly gains and sent fear rippling across the market. The &#8220;digital hedge&#8221; now moves in sync with the very risk assets it was supposed to counter.</p><p>The anti-system asset now behaves like the system&#8217;s mirror.</p><h1>2. The Great Divergence</h1><h2>From Cash to &#8220;Digital Gold&#8221;</h2><p>Somewhere between 2015 and 2017, Bitcoin underwent an identity crisis. The <a href="https://trustmachines.co/blog/bitcoin-in-2017-remembering-the-blocksize-war/">Blocksize Wars</a> cracked open a philosophical divide.</p><p><strong>Big Blockers</strong> wanted larger blocks, lower fees, and a payments-first Bitcoin.</p><p><strong>Small Blockers</strong> wanted to preserve decentralisation and security at all costs.</p><p>Small Blockers won. SegWit was implemented. The 1MB block limit stayed. Bitcoin Cash forked off. And the victory carved a new identity: Bitcoin as a store of value, not a global payments network.</p><p>Academic <a href="https://www.sciencedirect.com/science/article/abs/pii/S1042443117300720">research</a> confirmed what the community already suspected. A third of Bitcoin holders never transact. <a href="https://www.marketwatch.com/story/how-bitcoin-has-failed-to-achieve-satoshi-nakamotos-original-intent-in-one-chart-2018-11-01">Morgan Stanley</a> declared Bitcoin far from Satoshi&#8217;s intended payment solution.</p><p>The revolution began to ossify.</p><h2>The Centralisation Paradox</h2><p>Bitcoin&#8217;s greatest irony: an ecosystem built to eliminate centralisation now operates like an oligopoly with better branding.</p><ul><li><p><a href="https://b10c.me/blog/015-bitcoin-mining-centralization/">Six mining pools</a> control up to 99 per cent of blocks. Two of them dominate over half the hashrate.</p></li><li><p>More than 1,400 &#8220;whales&#8221; hold over 1,000 BTC each, exerting massive market influence.</p></li><li><p>Institutions, supercharged by 2024&#8217;s ETF approvals, now own more than 28 per cent of outstanding supply.</p></li></ul><p>This isn&#8217;t the peer-to-peer financial uprising Satoshi pictured. It&#8217;s the New York Stock Exchange wearing a hoodie.</p><h2>The Environmental Reckoning</h2><p>Bitcoin&#8217;s proof-of-work mechanism has become a planetary problem.</p><ul><li><p>Mining consumed more power than Pakistan&#8217;s 230 million people.</p></li><li><p>Forty-five per cent of that energy came from coal.</p></li><li><p>CO&#8322; emissions crossed eighty-five million tons.</p></li><li><p>Water-intensive cooling drained drought-stricken regions.</p></li><li><p>Semiconductor demand created PFAS waste with toxic, long-lasting effects.</p></li></ul><p>This is extraction disguised as liberation.</p><h2>Transaction Dysfunction</h2><p>Bitcoin&#8217;s core utility of providing cheap, fast payments never scaled.</p><ul><li><p>Fees often sit above a dollar and spike under network stress.</p></li><li><p>Throughput caps at seven transactions per second while Visa handles sixty-five thousand.</p></li><li><p>Volatility kills usability; a currency that can drop thirty per cent in weeks cannot function as everyday money.</p></li></ul><p>The Lightning Network promised salvation, but by 2025, it had shrunk by twenty per cent from its peak. Complexity, routing issues, and centralisation concerns limit mainstream adoption.</p><p>The &#8220;peer-to-peer electronic cash&#8221; vision is further away in 2025 than it was in 2009.</p><h1>3. The Landscape Transformed</h1><h2>The Crypto Cambrian Explosion</h2><p>Bitcoin no longer lives alone on the frontier. Entire ecosystems evolved around and beyond their limitations.</p><p><strong>Ethereum</strong> built programmable finance, shifted to proof-of-stake, and became the backbone of decentralised applications.</p><p><strong>Solana</strong> embraced speed and low fees, capturing most new token launches.</p><p><strong>Stablecoins and DeFi</strong> created tools that look more like the financial system Satoshi wanted to disrupt.</p><p>The market moved on. Bitcoin stood still.</p><h2>Governance Gridlock</h2><p>Bitcoin&#8217;s governance model, or absence of one, has frozen its evolution. The BIP process is theoretically open, but practically dominated by a handful of core developers and major miners. The Blocksize Wars exposed the system&#8217;s fragility.</p><p>Wikipedia has evolved strong conflict resolution models. Ethereum developed community governance, foundation leadership, and structured proposals.</p><p>Bitcoin still resolves conflict through social pressure and ideological trench warfare.</p><h1>4. Redesigning Bitcoin for Its Original Vision</h1><p>If we rebuilt Bitcoin today with sixteen years of hindsight, it would look very different.</p><h2>Dynamic Block Sizing with Safeguards</h2><p>A protocol that automatically adjusts block size based on demand while monitoring decentralisation metrics would balance scalability and resilience. Blocks expand during congestion but freeze if centralisation rises. Combine this with improved Layer-2 architecture, and Bitcoin becomes usable again.</p><h2>Formal Governance with Checks and Balances</h2><p>A three-chamber governance model could distribute influence:</p><ul><li><p>Technical Council (developers)</p></li><li><p>Economic Council (miners, merchants, holders)</p></li><li><p>User Assembly (everyday users, one person, one vote)</p></li></ul><p>Major changes would require supermajorities across all chambers. This prevents both developer capture and plutocratic dominance.</p><h2>Transaction Fee Markets Built for People</h2><p>A fee structure that prioritises practicality:</p><ul><li><p>Minimal fees for micropayments</p></li><li><p>Higher fees for large, non-urgent transfers</p></li><li><p>Fee-burning mechanisms that support long-term sustainability</p></li><li><p>Balanced incentives to keep validators motivated</p></li></ul><p>Bitcoin becomes usable, not aspirational.</p><div><hr></div><h1>Final Thoughts: The Uncomfortable Truth</h1><p>Bitcoin succeeded wildly, just not as peer-to-peer electronic cash. It birthed a trillion-dollar asset class, ignited an entire industry, and proved that decentralised consensus wasn&#8217;t a fantasy. Yet in the process, it drifted so far from its original mission that it&#8217;s hard to imagine Satoshi recognising the creation he set loose.</p><p>The tragedy isn&#8217;t that Bitcoin failed to scale. It&#8217;s that the community chose not to scale it. The movement traded utility for speculation, peer-to-peer payments for digital gold, and financial sovereignty for institutional adoption. Somewhere along the way, the revolution got domesticated.</p><p>Maybe this was inevitable. Maybe building a global payments network that is decentralised, secure, scalable, and user-friendly is still beyond what current technology can deliver. But we&#8217;ll never know, because Bitcoin stopped trying.</p><p>The revolution was supposed to be decentralised. Instead, it got listed on NASDAQ.</p><p>Which brings us to the real fork in the road. The challenge for the next generation of crypto builders isn&#8217;t technical. It&#8217;s ideological. Will we create tools that restore financial sovereignty and enable true peer-to-peer commerce? Or will we continue manufacturing volatile assets for institutions to trade like digital baseball cards?</p><p>The choice is ours. But first, we need to acknowledge that Bitcoin has already made its choice. And it wasn&#8217;t the one outlined in that nine-page whitepaper sixteen years ago.</p><div class="captioned-button-wrap" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/p/product-teardown-why-bitcoin-has?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;}" data-component-name="CaptionedButtonToDOM"><div class="preamble"><p class="cta-caption">Thanks for reading! This post is public, so feel free to share it.</p></div><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/p/product-teardown-why-bitcoin-has?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://blog.mervynchua.com/p/product-teardown-why-bitcoin-has?utm_source=substack&utm_medium=email&utm_content=share&action=share"><span>Share</span></a></p></div><p></p>]]></content:encoded></item><item><title><![CDATA[AI Bubble: Parallels Between the Rise of Crypto and AI]]></title><description><![CDATA[AI is real but so is the bubble. Explore how today&#8217;s AI boom mirrors crypto&#8217;s rise and fall, and what it teaches us about hype, value and timing.]]></description><link>https://blog.mervynchua.com/p/ai-bubble-parallels-between-the-rise</link><guid isPermaLink="false">https://blog.mervynchua.com/p/ai-bubble-parallels-between-the-rise</guid><dc:creator><![CDATA[Mervyn Chua]]></dc:creator><pubDate>Fri, 14 Nov 2025 04:19:06 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!cpn2!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc424fa9d-a9c9-4b3e-8d63-ffb845f19da9_1024x1536.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>I&#8217;ll admit it. I was burned pretty badly during the last Crypto meltdown in 2022.</p><p>Caught up in the hype, I failed to see the signs of a bubble.</p><p>So when I see today&#8217;s <strong>sudden surge in AI investments</strong>, with valuations that defy gravity and startups commanding billion-dollar valuations before turning a dollar of profit&#8230; I get d&#233;j&#224; vu.</p><p>In 2020&#8211;2021, crypto promised to revolutionise finance (and retail, gaming, art, and almost everything under the sun!).</p><p>In 2025, AI promises to revolutionise everything else.</p><p>The parallel is uncomfortable, and that got me thinking.</p><p>Between <strong><a href="https://www.abc.net.au/news/2025-10-20/ai-crypto-bubbles-speculative-mania/105884508">$3&#8211;6 trillion</a></strong> has already been poured into AI infrastructure and software, while <strong>20,000 cryptocurrencies</strong> still carry a <strong>$5.8 trillion valuation</strong>. Combined, those two bets exceed a quarter of global GDP.</p><p>The question isn&#8217;t whether AI will matter. It&#8217;s whether the <strong>velocity of capital allocation</strong> has already exceeded the <strong>velocity of value creation</strong>.</p><p>To make things clear. Examining the parallels between crypto winter (2021&#8211;2022) and today&#8217;s AI boom isn&#8217;t about dismissing AI at all. For those who know me, you&#8217;d know how big an AI proponent I am.</p><p>This is about understanding how revolutionary technologies can be <strong>suffocated by the very capital meant to fuel them</strong>.</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div><div><hr></div><h1><strong>Setting the Stage: A Familiar Surge</strong></h1><p>In Q1 2025, <strong>AI startups absorbed 57.9% of all <a href="https://www.reuters.com/legal/transactional/ai-startup-valuations-raise-bubble-fears-funding-surges-2025-10-03/">venture funding</a>.</strong> This represents <strong>$73.1 billion in a single quarter</strong>, up from 22% just three years ago.</p><p>Meanwhile, <strong><a href="https://www.taxresearch.org.uk/Blog/2025/10/15/crypto-or-ai-which-bubble-bursts-first/">80% of U.S. stock market gains</a></strong> this year came from ten AI-dominant companies worth a combined <strong>$35 trillion,</strong> nearly half of the total market cap.</p><p>Hyperscalers are spending like there&#8217;s no <a href="https://www.taxresearch.org.uk/Blog/2025/10/15/crypto-or-ai-which-bubble-bursts-first/">tomorrow</a>: <strong>Amazon ($100B), Meta ($600B over three years), Microsoft ($80B), Google ($75B), Apple ($500B),</strong> all building billion-dollar data centers faster than permits can be approved.</p><p>It&#8217;s breathtaking. It&#8217;s also eerily familiar. We&#8217;ve seen this movie: <strong>Crypto Winter.</strong></p><p>Bitcoin down 70%. Ethereum down 71%.</p><p>Speculative excess wrapped in revolutionary storytelling.</p><p>Technology was never the problem. Speculation was.</p><div><hr></div><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!cpn2!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc424fa9d-a9c9-4b3e-8d63-ffb845f19da9_1024x1536.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!cpn2!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc424fa9d-a9c9-4b3e-8d63-ffb845f19da9_1024x1536.png 424w, https://substackcdn.com/image/fetch/$s_!cpn2!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc424fa9d-a9c9-4b3e-8d63-ffb845f19da9_1024x1536.png 848w, https://substackcdn.com/image/fetch/$s_!cpn2!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc424fa9d-a9c9-4b3e-8d63-ffb845f19da9_1024x1536.png 1272w, https://substackcdn.com/image/fetch/$s_!cpn2!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc424fa9d-a9c9-4b3e-8d63-ffb845f19da9_1024x1536.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!cpn2!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc424fa9d-a9c9-4b3e-8d63-ffb845f19da9_1024x1536.png" width="1024" height="1536" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/c424fa9d-a9c9-4b3e-8d63-ffb845f19da9_1024x1536.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:1536,&quot;width&quot;:1024,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:2054768,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://blog.mervynchua.com/i/178856682?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc424fa9d-a9c9-4b3e-8d63-ffb845f19da9_1024x1536.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!cpn2!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc424fa9d-a9c9-4b3e-8d63-ffb845f19da9_1024x1536.png 424w, https://substackcdn.com/image/fetch/$s_!cpn2!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc424fa9d-a9c9-4b3e-8d63-ffb845f19da9_1024x1536.png 848w, https://substackcdn.com/image/fetch/$s_!cpn2!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc424fa9d-a9c9-4b3e-8d63-ffb845f19da9_1024x1536.png 1272w, https://substackcdn.com/image/fetch/$s_!cpn2!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc424fa9d-a9c9-4b3e-8d63-ffb845f19da9_1024x1536.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p></p><h1><strong>Act I: The Math That Doesn&#8217;t Math</strong></h1><p>OpenAI reportedly processes <strong><a href="https://www.cnbc.com/2025/10/21/are-we-in-an-ai-bubble.html">$1 trillion in transactions</a></strong>, is building a <strong>$500B data center project</strong>, and still loses <strong>$13.5B on $4.3B revenue,</strong> a <strong>314% loss-to-revenue ratio</strong>.</p><p>JPMorgan estimates the AI sector would need <a href="https://insights.som.yale.edu/insights/this-is-how-the-ai-bubble-bursts">**$650 billion</a> in annual revenue** to justify its current valuations.</p><p>That&#8217;s <strong>$34.72 a month from every iPhone user</strong> or <strong>$180 from every Netflix subscriber</strong> just to break even.</p><p>Yet AI startups trade at <strong><a href="https://xraise.ai/blog/ai-startup-investment-2025-funding-boom/">21&#215; ARR</a></strong>, while Palantir sits at a <strong><a href="https://discoveryalert.com.au/ai-bubble-experts-concerned-2025/">700&#215; P/E ratio</a></strong>.</p><p>And 70% of new venture funds launched this year mention &#8220;AI&#8221; in their name. Sound familiar?</p><p>In 2017, companies added &#8220;blockchain&#8221; to their names and their stocks doubled overnight.</p><p>In 2025, &#8220;AI-driven&#8221; is the new &#8220;.com.&#8221;</p><h1><strong>Act II: Ghost Buildings, Redux</strong></h1><p>AI&#8217;s physical infrastructure build-out is mirroring crypto&#8217;s mining mania.</p><p>Billions are being spent on <strong>data centers</strong> that may outpace demand, just as Bitcoin miners once built server farms that now sit idle.</p><p>Even <strong>Sam Altman</strong> and <strong>Satya Nadella</strong> have cautioned against <strong><a href="https://insights.som.yale.edu/insights/this-is-how-the-ai-bubble-bursts">overcapacity</a></strong>.</p><p>Permitting delays, grid bottlenecks, and limited AI ROI hint that we&#8217;re building the rails faster than the trains can run.</p><p>The 2000s telecom bubble taught us this: <strong>you can lay too much fiber before the customers show up</strong>.</p><p>The machinery hums, but the economics die.</p><h1><strong>Act III: When Winners Write the Rules</strong></h1><p>Eighty percent of the market&#8217;s gains come from <a href="https://www.taxresearch.org.uk/Blog/2025/10/15/crypto-or-ai-which-bubble-bursts-first/">ten companies</a>. This concentrates the points of failure. When everyone piles into the same few names, <strong>diversification becomes an illusion</strong>.</p><p>In crypto, concentration and interconnectedness <a href="https://www.oecd.org/content/dam/oecd/en/publications/reports/2022/12/lessons-from-the-crypto-winter_37bf4b9e/199edf4f-en.pdf">weaponised contagion</a>. When Terra&#8217;s stablecoin collapsed, it dragged Celsius, Three Arrows Capital, and FTX down with it.</p><p>Today, AI&#8217;s interconnected ecosystem (compute, cloud, chips, models, applications) could exhibit the same fragility.</p><p>If confidence cracks, everything shakes.</p><h1><strong>Act IV: Even the Grown-Ups Are Nervous</strong></h1><p>This time, it&#8217;s not Reddit traders pushing the bubble, but it&#8217;s <strong>institutional capital</strong>.</p><p>Endowments, hedge funds, and sovereign wealth funds feel compelled to participate out of <strong>competitive paranoia</strong>: &#8220;What if my rival discovers the killer AI use case before I do?&#8221;</p><p>But even the grown-ups are uneasy. <a href="https://insights.som.yale.edu/insights/this-is-how-the-ai-bubble-bursts">JPMorgan</a> warns of unrealistic returns.</p><p>Economists like <strong><a href="https://www.cnbc.com/2025/10/21/are-we-in-an-ai-bubble.html">Jared Bernstein</a></strong> call the gap between earnings and investment &#8220;bubble-like.&#8221;</p><p>And if this collapses, we&#8217;re not talking crypto-scale pain, we&#8217;re talking <strong>$20 trillion in market value erased</strong>.</p><h1><strong>Act V: The Hype-to-Hardware Trap</strong></h1><p>Every technological revolution creates over-investment. Think back to railroads, telecoms, and the internet.</p><p>But <strong>AI&#8217;s <a href="https://discoveryalert.com.au/ai-bubble-experts-concerned-2025/">version</a></strong> fuses hardware, software, and infrastructure in a way that magnifies the stakes.</p><p>Unlike crypto, AI has real products, real adoption, and real utility. But <strong>revenue and valuation still live on different planets</strong>.</p><p>When hype becomes hardware, the fall becomes physical. You can&#8217;t &#8220;pivot&#8221; a $500B data center.</p><div><hr></div><h1><strong>Final Thoughts: The Uncomfortable Truth</strong></h1><p>AI is real. The bubble is too. One doesn&#8217;t cancel out the other. The technology can be revolutionary while the investment thesis is temporarily insane.</p><ul><li><p>Railroads transformed the world, and their stocks still crashed.</p></li><li><p>The internet reshaped humanity, and dot-com equities fell 80%.</p></li><li><p>AI will reshape everything, and AI equities might still crater.</p></li></ul><p>This isn&#8217;t cynicism. It&#8217;s pattern recognition.</p><p><strong>In bubbles, the difference between genius and idiocy is timing, not vision.</strong></p><p>For founders, investors, and growth leaders, the playbook is simple:</p><ul><li><p>Focus on adoption, not hype.</p></li><li><p>Build for utility, not valuation.</p></li><li><p>And remember &#8212; the winners of tomorrow are rarely the loudest evangelists of today.</p></li></ul><blockquote><p>AI&#8217;s revolution is inevitable. Whether it becomes a boom or a bust first, that&#8217;s up to how wisely we allocate belief, not just capital.</p></blockquote><div><hr></div><div class="captioned-button-wrap" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/p/ai-bubble-parallels-between-the-rise?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;}" data-component-name="CaptionedButtonToDOM"><div class="preamble"><p class="cta-caption">Thanks for reading! This post is public, so feel free to share it.</p></div><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/p/ai-bubble-parallels-between-the-rise?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://blog.mervynchua.com/p/ai-bubble-parallels-between-the-rise?utm_source=substack&utm_medium=email&utm_content=share&action=share"><span>Share</span></a></p></div><p></p>]]></content:encoded></item><item><title><![CDATA[Attribution in the AI Age: Tracking the Invisible Hand]]></title><description><![CDATA[Discover why attribution is breaking in the AI era & how marketers can measure invisible influence from ChatGPT, Perplexity, & Google&#8217;s AI Overviews through new frameworks for the zero-click world.]]></description><link>https://blog.mervynchua.com/p/attribution-in-the-ai-age-tracking</link><guid isPermaLink="false">https://blog.mervynchua.com/p/attribution-in-the-ai-age-tracking</guid><dc:creator><![CDATA[Mervyn Chua]]></dc:creator><pubDate>Tue, 11 Nov 2025 03:01:18 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!vBqE!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F44c66951-1ed8-486c-ada3-1414a7a7e7a8_1024x1536.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Since last year, one of the things companies I&#8217;ve met always lament to me is that their organic search has been on a steady decline.</p><p>No matter how much content they churn out, how often they tweak meta descriptions, or how big their SEO budget gets, nothing seems to move the needle.</p><p>The game has changed.</p><p>While marketers fixate on cookie deprecation and privacy laws, a far more disruptive force has quietly rewritten the rules of digital discovery. Generative AI isn&#8217;t just another channel; it&#8217;s a <strong>black box</strong> that&#8217;s <strong>swallowing traffic</strong>, <strong>out-converting search</strong>, and <strong>leaving attribution models gasping for oxygen</strong>.</p><p>Here&#8217;s the uncomfortable truth:</p><p>&#128313; 80% of consumers now rely on <strong><a href="https://www.bain.com/insights/goodbye-clicks-hello-ai-zero-click-search-redefines-marketing/">zero-click AI results</a></strong> for 40% of their searches.</p><p>&#128313; When Google&#8217;s AI Overviews appear, <strong>organic CTRs collapse</strong> from 15% to just 8%.</p><p>&#128313; Some industries already see <strong>5&#8211;10% of top-funnel traffic</strong> originating from LLMs, and that&#8217;s just the visible part of the iceberg.</p><p>&#128313; Even more startling: AI-driven traffic converts at <strong>1.66% vs. search&#8217;s 0.15%</strong>. ChatGPT users? <strong><a href="https://ppc.land/ai-traffic-converts-at-3x-higher-rates-than-traditional-channels/">16% conversion</a></strong>, versus Google&#8217;s 1.8%.</p><p>These aren&#8217;t rounding errors. They are <strong>seismic shifts</strong> in how discovery, intent, and influence work.</p><p>So, how do we measure what we can&#8217;t see?</p><p>How do we attribute revenue to conversational interfaces that strip away referrer data?</p><p>And how do we optimise for platforms where &#8220;ranking&#8221; doesn&#8217;t even exist? </p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div><div><hr></div><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!vBqE!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F44c66951-1ed8-486c-ada3-1414a7a7e7a8_1024x1536.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" 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srcset="https://substackcdn.com/image/fetch/$s_!vBqE!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F44c66951-1ed8-486c-ada3-1414a7a7e7a8_1024x1536.png 424w, https://substackcdn.com/image/fetch/$s_!vBqE!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F44c66951-1ed8-486c-ada3-1414a7a7e7a8_1024x1536.png 848w, https://substackcdn.com/image/fetch/$s_!vBqE!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F44c66951-1ed8-486c-ada3-1414a7a7e7a8_1024x1536.png 1272w, https://substackcdn.com/image/fetch/$s_!vBqE!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F44c66951-1ed8-486c-ada3-1414a7a7e7a8_1024x1536.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p></p><h1><strong>1. The New Search Reality and the Zero-Click Apocalypse</strong></h1><p>Traditional search was tidy: <strong>query &#8594; click &#8594; website &#8594; conversion.</strong></p><p>Linear. Measurable. Controllable.</p><p>The AI age shattered that pathway into <strong>a thousand probabilistic fragments</strong>.</p><p>Nearly 60% of all searches now end without a single click. AI Overviews make impressions soar 49% while clicks fall 30%. For publishers, SaaS firms, and education sites, that&#8217;s an existential threat when the top-of-funnel collapses, so does awareness.</p><p>And here&#8217;s the kicker: <strong><a href="https://arstechnica.com/ai/2025/07/research-shows-google-ai-overviews-reduce-website-clicks-by-almost-half/">only 1%</a></strong> of users who see an AI Overview actually click a cited link.</p><p>Your content could power an AI&#8217;s answer, create user value, and build brand authority&#8212;<strong>and you&#8217;d never know it.</strong> No traffic. No pixel. No attribution signal.</p><p>Welcome to <strong>digital marketing&#8217;s dark matter</strong>: valuable, invisible, and untraceable.</p><h1><strong>2. The Quality Paradox</strong></h1><p>But buried in the chaos is a twist.</p><p>While <strong>volume plummets</strong>, <strong>quality skyrockets</strong>.</p><p>AI-sourced visitors view <strong>3.2&#215; more pages</strong>, stay <strong>4.1&#215; longer</strong>, and deliver <strong>67% higher lifetime value</strong>. They refund less, refer more, and convert at rates traditional search would envy.</p><p>Why?</p><p>Because <strong>conversational interfaces act as pre-qualification filters.</strong></p><p>Before clicking, users have refined their needs through multi-turn dialogue and received contextual recommendations.</p><p>When they finally visit your site, they&#8217;re not browsing, they&#8217;re <strong>deciding</strong>.</p><p>It&#8217;s the paradox of the AI funnel: fewer clicks, higher intent, zero visibility.</p><h1><strong>3. The Attribution Breakdown</strong></h1><p>Attribution in the AI age feels oddly familiar. It&#8217;s <strong>Mad Men-era advertising with modern dashboards</strong>. We know it works; we just can&#8217;t prove how.</p><p><strong>Three problems define the crisis:</strong></p><ol><li><p><strong>No visibility into rankings.</strong> You can&#8217;t &#8220;rank check&#8221; a ChatGPT answer. There&#8217;s no Search Console for Perplexity (yet!).</p></li><li><p><strong>Inconsistent linking behaviour.</strong> Some LLMs link; others paraphrase without attribution.</p></li><li><p><strong>Broken referrer data.</strong> AI clicks often show up as &#8220;direct&#8221; or &#8220;organic,&#8221; burying true influence under digital noise.</p></li></ol><p>We&#8217;re not facing a measurement problem.</p><p>We&#8217;re facing a <strong>visibility problem.</strong></p><h1><strong>4. How do we Build a Playbook for the Invisible?</strong></h1><p>Here&#8217;s how modern marketers can turn fog into signal.</p><p><strong>1. Track Proactively with Smart UTMs.</strong></p><p>Add UTM parameters to community posts, documentation, and partner content. Anywhere LLMs crawl.</p><p><strong>2. Build Custom LLM Segments in GA4.</strong></p><p>Create filters for domains like <code>chat.openai.com</code>, <code>perplexity.ai</code>, and <code>gemini.google.com</code>.</p><p>Compare engagement metrics versus organic and paid. The deltas will reveal where AI traffic hides.</p><p><strong>3. Embrace Web-to-App Attribution.</strong></p><p>Use unified links (like Appflyer&#8217;s <a href="https://www.google.com/aclk?sa=L&amp;ai=DChsSEwiEhb30gumQAxXap2YCHdqPBggYACICCAEQABoCc20&amp;ae=2&amp;aspm=1&amp;co=1&amp;ase=2&amp;gclid=CjwKCAiAt8bIBhBpEiwAzH1w6cuKk2FYmPylMT2sEV_uXhJPFGqcHoOitnR_QwLbeaZpxr3q2uW3mBoCVMgQAvD_BwE&amp;cid=CAASuwHkaD9jsll4MfZ4lnnARVeKf5yIYEfOVGz3MrUpQoqUTtkkPd69QlYa2tlGKN9BQnR7tNgQSciIXwTm5mos64IT1lbi-2yY2y90yG1vIYQu3lriYikxuMjOukCSL2dSoqwv-cOSrOpSG7JVSqqaYCnP8CUaN_d3tgyLDHZ5DbVX3alBKdeSFJO1TxbotxdEt9VXN-Bk8-m18Z8hSb6LVcj6gPDdxZMgsXQFpnyLkOr4maBdvJ9QE9p7WaYs&amp;cce=2&amp;category=acrcp_v1_35&amp;sig=AOD64_3BhC2s-6piGJqH8UKrBTLIgCbsYw&amp;q&amp;nis=4&amp;adurl&amp;ved=2ahUKEwj69rf0gumQAxVBwzgGHSFsPeYQ0Qx6BAgNEAE">OneLink</a>) to track users moving from AI chats to mobile apps.</p><p><strong>4. Speak the Language of Machines.</strong></p><p>Structured data (<a href="http://Schema.org">Schema.org</a>) boosts your chance of being cited by <strong>36%</strong>.</p><p>Think FAQ, HowTo, Product, and Organisation markup. These are clear signals for LLMs.</p><p><strong>5. Optimise for Generative Engines (GEO).</strong></p><p>Write for extraction, not just humans.</p><p>Use question-based headings, bullet points, expert quotes, and concise stats. Make your content <strong>quotable</strong> by AI.</p><p><strong>6. Accept Probabilistic Measurement.</strong></p><p>Track indirect signals like brand search volume, direct traffic spikes, and post-launch cohort lifts.</p><p>Perfect attribution is dead. Intelligent triangulation is the new north star.</p><h1><strong>5. So What&#8217;s The AI-First Attribution Framework?</strong></h1><p>A modern model layers <strong>direct data</strong> with <strong>probabilistic signals</strong>:</p><ol><li><p><strong>Direct Measurement</strong> &#8211; UTM links, GA4 segments, structured data</p></li><li><p><strong>Probabilistic Models</strong> &#8211; Markov chains, Shapley values, data-driven attribution</p></li><li><p><strong>Indirect Signals</strong> &#8211; Brand searches, direct traffic patterns, surveys</p></li><li><p><strong>Qualitative Intelligence</strong> &#8211; LLM audits, customer interviews, sales feedback</p></li></ol><p>Together, these layers form a <strong>composite map of influence</strong> that is ****imperfect but actionable.</p><div><hr></div><h1><strong>Final Thoughts: The Bottom Line</strong></h1><p>Attribution in the AI age isn&#8217;t about perfect tracking. It&#8217;s about <strong>embracing intelligent uncertainty</strong>.</p><p>The winners won&#8217;t be those with the prettiest dashboards.</p><p>They&#8217;ll be the ones who <strong>build for citability</strong>, <strong>optimise for context</strong>, and <strong>value quality over volume</strong>.</p><p>LLMs are now the new gateways to content, products, and apps. The visibility is murky, the attribution broken, and the <strong>opportunity massive</strong>.</p><p>Five years from now, we&#8217;ll remember 2025 as the year search split in two:</p><p>One world we could measure with precision,</p><p>and another that demanded <strong>faith, experimentation, and adaptability</strong>.</p><blockquote><p>The question isn&#8217;t <strong>whether</strong> you&#8217;ll adapt. It&#8217;s <strong>whether you&#8217;ll adapt fast enough. </strong></p></blockquote><div><hr></div><div class="captioned-button-wrap" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/p/attribution-in-the-ai-age-tracking?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;}" data-component-name="CaptionedButtonToDOM"><div class="preamble"><p class="cta-caption">Thanks for reading! This post is public, so feel free to share it.</p></div><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/p/attribution-in-the-ai-age-tracking?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://blog.mervynchua.com/p/attribution-in-the-ai-age-tracking?utm_source=substack&utm_medium=email&utm_content=share&action=share"><span>Share</span></a></p></div><p></p>]]></content:encoded></item><item><title><![CDATA[Scaling Media Budgets Like Progressive Overload]]></title><description><![CDATA[Learn how progressive overload in fitness can transform your ad spend strategy&#8212;scale smarter, not faster, for sustainable marketing growth.]]></description><link>https://blog.mervynchua.com/p/scaling-media-budgets-like-progressive</link><guid isPermaLink="false">https://blog.mervynchua.com/p/scaling-media-budgets-like-progressive</guid><dc:creator><![CDATA[Mervyn Chua]]></dc:creator><pubDate>Thu, 06 Nov 2025 04:24:56 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!-sgm!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F91b362e0-811d-45c2-be28-c57ab110972e_1024x1536.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>I&#8217;m a huge fan of the recently released <a href="https://www.netflix.com/sg/title/82006516">*Physical: Asia</a>.* While it&#8217;s disappointing that there were no representatives from Singapore, it was still a thrill to watch teams push their limits through sheer strength, endurance, and strategy.</p><p>The show also reminded me of something less cinematic: my own neglected strength routine. (I&#8217;ll admit it. My consistency dipped recently as we entered the <em>-ber</em> months.) When I finally got back under the barbell, the rust showed. My performance had slipped. And it hit me, strength training, much like media buying, punishes inconsistency and rewards progression.</p><p>Everyone understands the gym. You don&#8217;t walk in and max out every piece of equipment on day one. You&#8217;d either quit or get injured. Yet that&#8217;s precisely what most growth teams do with ad budgets. They find success at $1,000/month, panic that they&#8217;re &#8220;leaving money on the table,&#8221; and crank it up to $10,000 overnight, only to watch efficiency crater while their CFO demands answers.</p><p>The principle marketers should steal from fitness professionals is <strong>progressive overload:</strong> the systematic, incremental increase of stimulus to drive continuous adaptation and growth. The body doesn&#8217;t respond to chaos. Neither does the media ecosystem.</p><p>Small, deliberate increases in stimulus (your budget), paired with structured creative refreshes and rigorous measurement, unlock <em>sustained</em> ROI. Aggressive scaling, on the other hand, consistently destroys it. </p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div><div><hr></div><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!-sgm!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F91b362e0-811d-45c2-be28-c57ab110972e_1024x1536.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!-sgm!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F91b362e0-811d-45c2-be28-c57ab110972e_1024x1536.png 424w, https://substackcdn.com/image/fetch/$s_!-sgm!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F91b362e0-811d-45c2-be28-c57ab110972e_1024x1536.png 848w, https://substackcdn.com/image/fetch/$s_!-sgm!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F91b362e0-811d-45c2-be28-c57ab110972e_1024x1536.png 1272w, https://substackcdn.com/image/fetch/$s_!-sgm!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F91b362e0-811d-45c2-be28-c57ab110972e_1024x1536.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!-sgm!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F91b362e0-811d-45c2-be28-c57ab110972e_1024x1536.png" width="1024" height="1536" 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srcset="https://substackcdn.com/image/fetch/$s_!-sgm!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F91b362e0-811d-45c2-be28-c57ab110972e_1024x1536.png 424w, https://substackcdn.com/image/fetch/$s_!-sgm!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F91b362e0-811d-45c2-be28-c57ab110972e_1024x1536.png 848w, https://substackcdn.com/image/fetch/$s_!-sgm!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F91b362e0-811d-45c2-be28-c57ab110972e_1024x1536.png 1272w, https://substackcdn.com/image/fetch/$s_!-sgm!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F91b362e0-811d-45c2-be28-c57ab110972e_1024x1536.png 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p></p><h1>1. Gradual Scaling of Ad Spend: The 10% Rule</h1><p>In fitness, the <em>Principle of Progression</em> dictates that increases in weight, volume, or intensity should stay within 10% per week, enough to challenge the body without breaking it. Without this structure, you plateau or get injured.</p><p>Media budgets behave identically. Scale too fast and you trigger multiple problems:</p><ul><li><p>The platform&#8217;s learning algorithm hasn&#8217;t stabilised.</p></li><li><p>Your audience reach lags behind your spend, creating overexposure.</p></li><li><p>Creative fatigues faster than the algorithm can optimise.</p></li></ul><p>The result? Higher CPMs, lower CTRs, and a CFO quietly Googling &#8220;media audit.&#8221;</p><p>The smarter play is <strong>incremental scaling</strong>, e.g 10&#8211;15% weekly increases validated by data. This lets you:</p><ul><li><p><strong>Isolate cause and effect:</strong> When metrics shift, you know why.</p></li><li><p><strong>Feed the algorithm properly:</strong> Give it consistent data, not chaos.</p></li><li><p><strong>Map your true ceiling:</strong> Identify the point of diminishing returns before you hit it.</p></li></ul><p>Think of it as <strong>compound interest for ad spend</strong>. A 10% weekly increase over eight weeks yields a 114% total lift without the burnout, waste, or algorithm confusion of a budget spike.</p><h1>2. Avoiding Plateaus: The Adaptation Problem</h1><p>Here&#8217;s where most scaling efforts fail: they treat creative as static.</p><p>In strength training, this is <strong>neural adaptation.</strong> The body stops responding to the same exercise. What once built muscle now just maintains it. Progress halts.</p><p>Advertising works the same way. <strong>Creative fatigue</strong> is neural adaptation at the campaign level. Audiences exposed to the same ad repeatedly tune out. CTR drops, CPA climbs, and performance tanks&#8212;not because of budget, but because the <em>stimulus</em> is stale.</p><p>So instead of cutting spending, refresh your creative.</p><ul><li><p><strong>Scale horizontally</strong> by increasing the budget on proven winners.</p></li><li><p><strong>Scale vertically</strong> by testing new creative variations&#8212;angles, formats, psychological hooks.</p></li></ul><p>Use <em>periodisation</em>, like elite athletes do:</p><ul><li><p>Rotate creative &#8220;phases&#8221; every few weeks, from brand storytelling, education, to social proof.</p></li><li><p>Track <strong>frequency</strong> religiously: beyond 3 exposures (prospecting) or 5 (retargeting), fatigue accelerates.</p></li><li><p>Build <strong>weekly creative sprints</strong>, leveraging GenAI to multiply variations at speed.</p></li></ul><p>With structure, creativity becomes your force multiplier. The best growth teams don&#8217;t just optimise bids, they optimise <em>stimulus</em>.</p><h1>3. Tracking Performance Like Reps and Weights</h1><p>A lifter who doesn&#8217;t log sets and reps isn&#8217;t training; they&#8217;re just moving weights.</p><p>Most marketers make the same mistake: glancing at dashboards like horoscopes, hoping for cosmic alignment. Real growth requires <strong>measurement discipline</strong>.</p><p>Your benchmarks are your barbell plates:</p><ul><li><p><strong>CTR:</strong> Measures creative relevance. Weekly tracking reveals fatigue trends.</p></li><li><p><strong>CPA:</strong> The truth metric. Scaling only works if acquisition costs rise slower than spend.</p></li><li><p><strong>CPM:</strong> The canary in the coal mine, if it climbs without results, your audience is saturated.</p></li></ul><p>And like fitness tracking, context matters. Compare against a <strong>control group</strong>, not just absolute numbers. Incremental performance tells you what&#8217;s <em>working</em>, not what&#8217;s <em>happening.</em></p><p>Finally, apply the concept of a <strong>deload week:</strong> a temporary reduction in volume to prevent overtraining. In marketing, that means throttling campaigns to let algorithms &#8220;recover.&#8221; Afterwards, performance often rebounds stronger.</p><div><hr></div><h1>Final Thoughts: Scaling media budgets isn&#8217;t a financial problem, it&#8217;s a stimulus-response problem</h1><p>The fitness industry learned this the hard way: systems adapt to incremental stress, plateau under constant stress, and break under excessive stress. Media ecosystems are no different.</p><p>The playbook is simple, though few have the patience to follow it:</p><ol><li><p><strong>Scale gradually.</strong> 10&#8211;15% increments. Validate every move with clean data.</p></li><li><p><strong>Refresh creatively.</strong> Rotate stimuli. Periodise your campaigns.</p></li><li><p><strong>Measure religiously.</strong> Benchmark, compare, deload, repeat.</p></li></ol><p>Most teams will chase shortcuts by scaling fast, burning faster, then blaming the algorithm. They&#8217;ll look busy but move nowhere.</p><p>The winners? The ones boring enough to scale carefully, disciplined enough to measure relentlessly, and creative enough to keep the stimulus novel. They&#8217;ll look slow. They&#8217;ll be the ones actually moving.</p><p>Now, if you&#8217;ll excuse me, I have some literal progressive overload to do, and maybe, one day, Singapore will finally make it onto <em>Physical: Asia</em>.</p><div><hr></div><div class="captioned-button-wrap" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/p/scaling-media-budgets-like-progressive?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;}" data-component-name="CaptionedButtonToDOM"><div class="preamble"><p class="cta-caption">Thanks for reading! This post is public, so feel free to share it.</p></div><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/p/scaling-media-budgets-like-progressive?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://blog.mervynchua.com/p/scaling-media-budgets-like-progressive?utm_source=substack&utm_medium=email&utm_content=share&action=share"><span>Share</span></a></p></div><p></p>]]></content:encoded></item><item><title><![CDATA[In the Age of AI, Growth Marketers Must Become Storytellers]]></title><description><![CDATA[In the age of AI, storytelling has become the last true differentiator for growth marketers. Discover why the future of marketing belongs to those who can turn data into emotion & metrics into meaning]]></description><link>https://blog.mervynchua.com/p/in-the-age-of-ai-growth-marketers</link><guid isPermaLink="false">https://blog.mervynchua.com/p/in-the-age-of-ai-growth-marketers</guid><dc:creator><![CDATA[Mervyn Chua]]></dc:creator><pubDate>Thu, 16 Oct 2025 15:52:18 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!Rz5Q!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3e319dda-0dda-4bc5-ad43-477205a33507_1024x1536.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>I've got to be honest. I was doomscrolling on TikTok when I stumbled on a scene from a Steve Jobs biopic. In it, Jobs likens himself to a conductor. Aligning the orchestra of Apple&#8217;s technology so that it resonates emotionally with users. <a href="https://youtu.be/aEr6K1bwIVs">Here&#8217;s the clip.</a> He wasn&#8217;t talking about marketing, but he might as well have been.</p><p>Because somewhere between the violin of creativity and the percussion of data, we growth marketers lost the music.</p><p>For the past decade, we&#8217;ve been optimising the life out of marketing. We turned creativity into calculus: A/B testing, bid optimisation, segmentation, attribution models. Growth marketing became a science experiment where &#8220;success&#8221; meant higher CTRs and lower CPAs. We traded instinct for dashboards and storyboards for spreadsheets.</p><p>And now, AI can do all of that better than us. It can write copy, analyse data, and optimise campaigns while we sleep.</p><blockquote><p>So here&#8217;s the uncomfortable question: if AI can do everything we do, then what&#8217;s left for us?</p></blockquote><p>The answer is the one thing machines can&#8217;t touch: <strong>the asymptote of human storytelling.</strong></p><div><hr></div><h1><strong>Setting the Stage: The Performance Paradox</strong></h1><h3><strong>When Optimisation Becomes Homogenisation</strong></h3><p>Growth marketing earned its stripes through ruthless efficiency: track, measure, optimise, and repeat. For years, it worked brilliantly until everyone started doing it.</p><p>Now, every brand looks like a clone of the next. The same keywords. The same templates. The same &#8220;We&#8217;re different&#8221; headlines were written by ten thousand marketers using the same AI prompt. We&#8217;ve built a world where performance marketing performs but doesn&#8217;t inspire.</p><h3><strong>The Dirty Secret of Performance Marketing</strong></h3><p>Here&#8217;s the thing no one likes to admit: performance marketing only works when you have something <em>worth performing with.</em></p><p>You can&#8217;t A/B test your way to brand love.</p><p>You can&#8217;t retarget your way to loyalty.</p><p>And you definitely can&#8217;t optimise a story that never existed in the first place.</p><p>We&#8217;ve just been running faster on a treadmill, forgetting that efficiency without meaning just gets you nowhere, faster.</p><h3><strong>The Data Doesn&#8217;t Lie (But It Can&#8217;t Feel Either)</strong></h3><p>The irony? The numbers prove that <a href="https://leapmesh.com/storytelling-marketing-statistics/">numbers alone aren&#8217;t enough</a> (pun intended).</p><ul><li><p>Storytelling marketing has grown <strong>46%</strong> in the last five years.</p></li><li><p>It drives a <strong>30% increase in conversions.</strong></p></li><li><p>People are <strong>22&#215; more likely</strong> to remember a story than a statistic.</p></li><li><p>Emotionally connected customers deliver a <strong>306% higher lifetime value.</strong></p></li></ul><p>The ROI of emotion is real and irreplaceable.</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div><div><hr></div><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!Rz5Q!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3e319dda-0dda-4bc5-ad43-477205a33507_1024x1536.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" 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srcset="https://substackcdn.com/image/fetch/$s_!Rz5Q!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3e319dda-0dda-4bc5-ad43-477205a33507_1024x1536.png 424w, https://substackcdn.com/image/fetch/$s_!Rz5Q!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3e319dda-0dda-4bc5-ad43-477205a33507_1024x1536.png 848w, https://substackcdn.com/image/fetch/$s_!Rz5Q!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3e319dda-0dda-4bc5-ad43-477205a33507_1024x1536.png 1272w, https://substackcdn.com/image/fetch/$s_!Rz5Q!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3e319dda-0dda-4bc5-ad43-477205a33507_1024x1536.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p></p><h1><strong>1. AI Raises the Floor, Storytelling Sets the Ceiling</strong></h1><p>Jason Ing, CMO of Typeface, put it <a href="https://www.adweek.com/creativity/human-storytellers-still-have-an-edge-in-the-ai-age/">perfectly</a>: <em>&#8220;AI raises the floor. Storytelling sets the ceiling.&#8221;</em></p><p>AI has democratised creation, but in doing so, it&#8217;s flooded the market with sameness. Everyone can generate a LinkedIn post, write an ad, or draft a blog in seconds. The result? An ocean of content and a drought of connection.</p><p>Even <strong>OpenAI</strong>, the company that could automate its own marketing, chose to film its <a href="https://www.adweek.com/brand-marketing/openais-biggest-ad-push-yet-brings-chatgpt-into-everyday-moments/">first brand ad</a> on <strong>35mm film, using</strong> real actors, a real director, and real emotion. Because even the architects of artificial intelligence understand that <strong>emotion cannot be synthesised.</strong></p><p>In a world where <strong>94% of consumers worry about misinformation</strong> and <strong>86% say authenticity drives brand choice</strong>, the paradox is clear:</p><p>AI abundance has created an <strong>authenticity drought.</strong></p><h1><strong>2. The Algorithms Can&#8217;t Feel What We Feel</strong></h1><p>Author Ken Liu once <a href="https://www.manifold1.com/episodes/ken-liu-art-in-the-age-of-ai-79/transcript">said</a>, <em>&#8220;You are constructing artefacts out of symbols.&#8221;</em></p><p>That&#8217;s what data does. It translates reality into representation. But unlike machines, humans don&#8217;t just read symbols, we <em>feel</em> them.</p><p>Data can simulate language, but not meaning. AI can produce sentences, but not <strong>sentiment</strong>. It can write content, but not a <strong>connection.</strong></p><p>A story isn&#8217;t an information packet; it&#8217;s a mirror held up to the soul.</p><p>What makes stories powerful isn&#8217;t logic, it&#8217;s <strong>liminality</strong>: the space between words where emotion lives, where we find resonance, nostalgia, and hope.</p><h1><strong>3. From Data to Dragons</strong></h1><p>Scott Galloway once said, <em>&#8220;Storytelling isn&#8217;t decoration, it&#8217;s the strategy.&#8221;</em> And he&#8217;s right. The companies that master narrative don&#8217;t just gain market share, they gain <strong>mindshare.</strong></p><p>Consider these <a href="https://www.toaststudio.com/en/articles/pg-volvo-and-other-examples-of-strong-brand-storytelling/">examples</a>:</p><ul><li><p><strong>ASICS</strong> blended AI-powered personalisation with authentic storytelling&#8212;and had one of its best-performing years ever.</p></li><li><p><strong>Travel Oregon&#8217;s</strong> &#8220;Only Slightly Exaggerated&#8221; campaign turned tourism into emotion, generating over <strong>$50M in economic impact.</strong></p></li><li><p><strong>Airbnb</strong> didn&#8217;t sell rooms; it sold <strong>belonging</strong>&#8212;a narrative that built a global movement.</p></li><li><p><strong>Dos Equis</strong> didn&#8217;t just push beer; it <a href="https://wedevs.com/blog/157561/growth-hacking-examples-gain-traction/">introduced</a> <em>The Most Interesting Man in the World,</em> and grew sales <strong>26%.</strong></p></li></ul><p>Seth Godin&#8217;s old truth still applies: <em>&#8220;People don&#8217;t buy products. They buy stories that make them feel something.&#8221;</em></p><p>In other words: data convinces, but stories convert.</p><h1><strong>4. The New Growth Marketing Stack</strong></h1><p>Tomorrow&#8217;s growth marketer must be <strong>bilingual. F</strong>luent in both <strong>data</strong> and <strong>drama.</strong></p><ul><li><p><strong>Data</strong> gives you efficiency: analytics, automation, attribution.</p></li><li><p><strong>Drama</strong> gives you empathy: narrative, character, emotion.</p></li></ul><p>In this new partnership:</p><ul><li><p><strong>AI</strong> handles at scale, the pattern recognition, automation, and distribution.</p></li><li><p><strong>Humans</strong> handle the soul, providing context, meaning, and emotional intelligence.</p></li></ul><p>Personalisation is easy. Personal <em>meaning</em> is hard.</p><h1><strong>5. Building the Narrative Muscle</strong></h1><p>The most in-demand marketing skills for 2025 aren&#8217;t technical, they&#8217;re <strong>human.</strong></p><p>Creativity. Communication. Storytelling.</p><p>Your new role as a growth marketer isn&#8217;t just to analyse metrics, it&#8217;s to <strong>translate them into meaning.</strong></p><p>Start here:</p><ol><li><p><strong>Define your origin story.</strong> Why does your brand exist beyond profit?</p></li><li><p><strong>Make the customer the hero.</strong> Your product is the tool that helps them transform.</p></li><li><p><strong>Use the three-act structure.</strong> Setup. Conflict. Resolution.</p></li><li><p><strong>Be authentic.</strong> 64% of consumers crave emotional connection. Don&#8217;t fake it.</p></li><li><p><strong>Treat data like myth.</strong> Numbers tell you <em>what</em>. Stories tell you <em>why</em>.</p></li></ol><p>Because in the age of AI, the growth marketers who win won&#8217;t just be analysts.</p><p>They&#8217;ll be <strong>architects of emotion.</strong></p><div><hr></div><h1><strong>Final Thoughts: The Asymptote Advantage</strong></h1><p>Jason Ing said it best: AI is an asymptote. It will get infinitely close to human storytelling, but it will never touch it. And that tiny gap, that sliver of imperfection, is your edge.</p><p>When every marketer has access to the same AI tools, prompts, and playbooks, your <strong>story</strong> becomes the ultimate differentiator.</p><blockquote><p>Growth marketing and brand storytelling are no longer two disciplines. They&#8217;re two sides of the same coin.</p></blockquote><p>Storytelling gives depth. Performance makes it scale. Together, they form the only strategy that still feels human in an algorithmic age.</p><p>So the question isn&#8217;t <em>if</em> AI will change marketing. It already has. The real question is: in five years, how will we be remembered?</p><p>As the generation that turned marketing into math?</p><p>Or the one that rediscovered its soul?</p><p>So let the machines optimise. You <strong>humanise</strong>.</p><p>Now, close your analytics tab. Open a blank page. And ask yourself, quietly but honestly:</p><p><strong>&#8220;What story am I trying to tell?&#8221;</strong></p><div><hr></div><div class="captioned-button-wrap" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/p/in-the-age-of-ai-growth-marketers?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;}" data-component-name="CaptionedButtonToDOM"><div class="preamble"><p class="cta-caption">Thanks for reading! This post is public, so feel free to share it.</p></div><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/p/in-the-age-of-ai-growth-marketers?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://blog.mervynchua.com/p/in-the-age-of-ai-growth-marketers?utm_source=substack&utm_medium=email&utm_content=share&action=share"><span>Share</span></a></p></div><p></p>]]></content:encoded></item><item><title><![CDATA[The Ferrari Paradox: When Legends Fall from Grace]]></title><description><![CDATA[Ferrari&#8217;s fall from dominance isn&#8217;t a failure, its a case study in transformation. This product teardown explores how the legendary F1 team lost its edge & what it can learn from digital disruptors.]]></description><link>https://blog.mervynchua.com/p/the-ferrari-paradox-when-legends</link><guid isPermaLink="false">https://blog.mervynchua.com/p/the-ferrari-paradox-when-legends</guid><dc:creator><![CDATA[Mervyn Chua]]></dc:creator><pubDate>Tue, 07 Oct 2025 01:05:23 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!nLi2!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ca36dc5-223f-4dfa-aef0-a7aa9a7d59ba_1024x1536.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>So, this just happened over the weekend in Singapore. I have to admit, I&#8217;ve always been a Lewis Hamilton fan (unapologetically so), and since his move to Ferrari this year, I&#8217;ve found myself cheering for the prancing horse.</p><p>Yes, I know. It&#8217;s a long shot. Ferrari hasn&#8217;t exactly been setting the tracks on fire for the past 18 years. But that&#8217;s precisely what got me thinking: <strong>how did the most celebrated Formula One constructor in history fall from the pinnacle of dominance to a symbol of nostalgia?</strong></p><p>That question led me down a rabbit hole, or rather, a <em>pit lane</em>.</p><p>What if we ran a <strong>product teardown</strong> on Ferrari? Not as a car, but as a <em>business system</em>?</p><p>What would we uncover if Ferrari had approached its racing strategy the same way great digital companies approach growth by being <strong>agile, data-driven, and obsessed with learning loops</strong>?</p><p>There&#8217;s no right or wrong here. Just a frustrated fan wondering whether Lewis Hamilton can squeeze one more championship out of a legendary but stubborn machine.</p><p>Because sometimes, what&#8217;s broken isn&#8217;t the engine. It&#8217;s the mindset driving it.</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div><div><hr></div><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!nLi2!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ca36dc5-223f-4dfa-aef0-a7aa9a7d59ba_1024x1536.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!nLi2!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ca36dc5-223f-4dfa-aef0-a7aa9a7d59ba_1024x1536.png 424w, https://substackcdn.com/image/fetch/$s_!nLi2!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ca36dc5-223f-4dfa-aef0-a7aa9a7d59ba_1024x1536.png 848w, https://substackcdn.com/image/fetch/$s_!nLi2!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ca36dc5-223f-4dfa-aef0-a7aa9a7d59ba_1024x1536.png 1272w, https://substackcdn.com/image/fetch/$s_!nLi2!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ca36dc5-223f-4dfa-aef0-a7aa9a7d59ba_1024x1536.png 1456w" sizes="100vw"><img 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srcset="https://substackcdn.com/image/fetch/$s_!nLi2!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ca36dc5-223f-4dfa-aef0-a7aa9a7d59ba_1024x1536.png 424w, https://substackcdn.com/image/fetch/$s_!nLi2!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ca36dc5-223f-4dfa-aef0-a7aa9a7d59ba_1024x1536.png 848w, https://substackcdn.com/image/fetch/$s_!nLi2!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ca36dc5-223f-4dfa-aef0-a7aa9a7d59ba_1024x1536.png 1272w, https://substackcdn.com/image/fetch/$s_!nLi2!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ca36dc5-223f-4dfa-aef0-a7aa9a7d59ba_1024x1536.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p></p><h1><strong>1. The Rise of a Legend: Ferrari&#8217;s Golden Age</strong></h1><p>Every brand has a creation myth. For Ferrari, it was <em>passion engineered into perfection.</em></p><p>In the early years, Enzo Ferrari wasn&#8217;t just building cars, he was building an identity. His obsession with racing created a culture of <strong>craftsmanship, innovation, and raw performance</strong>. Every bolt was a statement. Every lap, a manifesto.</p><p>Then came the golden era: the Schumacher years (2000&#8211;2004). Ferrari wasn&#8217;t just a team anymore; it was a <strong>religion of precision, speed, and power</strong>.</p><p>Jean Todt, Ross Brawn, Rory Byrne, and Michael Schumacher formed what many still call the <em><a href="https://www.espn.com/f1/story/_/id/30330501/how-do-hamilton-schumacher-compare">Ferrari Dream Team</a></em>. They didn&#8217;t just win races, they rewrote what dominance looked like.</p><p>What made it work wasn&#8217;t luck or horsepower. It was <strong>loops of relentless R&amp;D</strong>, <strong>aligned leadership</strong>, and a <strong>culture obsessed with marginal gains</strong>. Ferrari wasn&#8217;t just racing the competition, it was racing itself, shaving milliseconds off both lap times and egos.</p><p>Ferrari during that era was like <strong>Apple at its iPhone 6 peak.</strong> Unstoppable, magnetic, and somehow... inevitable. Everything clicked. Every move was magic.</p><h1><strong>2. The Fall: When Rules Change, Legends Struggle</strong></h1><p>Even legends crumble when the playbook changes.</p><p>As Formula One evolved with <strong>new regulations, hybrid engines, budget caps, and aerodynamic overhauls,</strong> Ferrari found itself on the <a href="https://www.formula1.com/en/latest/article/long-read-ferrari-on-the-disappointments-of-2020-and-why-they-have-renewed.3STWRgoGOKDj7Y6MxBORXF">wrong side</a> of transformation.</p><p>Competitors like <strong>Mercedes and Red Bull</strong> didn&#8217;t just adapt, they built their dominance on <strong>data, simulation, software-led precision, and now, even <a href="https://www.raceteq.com/articles/2025/03/how-red-bull-is-using-artificial-intelligence-in-formula-1">artificial intelligence</a>.</strong></p><p>Meanwhile, Ferrari was stuck in its own mythology. Internal silos and politics slowed decision-making. The mantra of &#8220;we&#8217;ve always done it this way&#8221; echoed louder than innovation.</p><p>A culture of <strong>perfectionism over iteration</strong> turned the once-fearless innovators into cautious traditionalists. <em>Slow to test, slower to adapt</em>.</p><p>The story feels familiar because it is. It&#8217;s the same narrative arc that humbled <strong>Nokia, Kodak, and Blackberry.</strong> Companies that mistook success for invincibility and legacy for strategy.</p><blockquote><p>In Formula One, as in business, the problem with being legendary is that success becomes your greatest weakness.</p></blockquote><h1><strong>3. If Ferrari Were a Digital Product</strong></h1><p>Let&#8217;s switch lanes and imagine Ferrari as a <em>product ecosystem</em>. What would a teardown reveal if we treated the Scuderia like a startup, not a supercar?</p><h3><strong>Product Strategy</strong></h3><ul><li><p><em>Old Ferrari (Legacy Model):</em> Focused on heritage and mechanical excellence.</p></li><li><p><em>New Ferrari (Growth Mindset Model):</em> Driven by data and AI-powered racing insights.</p></li></ul><h3><strong>Feedback Loops</strong></h3><ul><li><p><em>Old Ferrari (Legacy Model):</em> Reactive, race-to-race adjustments.</p></li><li><p><em>New Ferrari (Growth Mindset Model):</em> Real-time analytics and predictive modelling to anticipate and adapt.</p></li></ul><h3><strong>Culture</strong></h3><ul><li><p><em>Old Ferrari (Legacy Model):</em> Hierarchical, perfectionist, slow to iterate.</p></li><li><p><em>New Ferrari (Growth Mindset Model):</em> Agile, experimental, and highly collaborative across teams.</p></li></ul><p>Here&#8217;s the catch: Ferrari&#8217;s biggest bottleneck wasn&#8217;t engineering, it was <strong>transformation inertia</strong>. <a href="https://www.linkedin.com/pulse/why-ferrari-shows-us-culture-ontology-strategy-david-edmonds-qpfue/">Not having the growth mindset and culture</a>.</p><p>They optimised for excellence in a world that had already shifted to <strong>experimentation</strong>.</p><p>They were building faster cars, not smarter systems.</p><h1><strong>4. Reimagining Ferrari Through a Digital Transformation Lens</strong></h1><p>Now imagine if Ferrari operated like a <strong>digital-first organisation.</strong> An agile tech company with a racing division attached.</p><ul><li><p><strong>Agile Strategy:</strong> Break silos between design, engineering, and race strategy. Think <em>sprint retros</em>, <em>rapid prototyping</em>, and <em>continuous data syncs</em>.</p></li><li><p><strong>Data as DNA:</strong> Use predictive analytics to simulate <em>10,000 race outcomes before Sunday</em>, refining every decision through feedback loops.</p></li><li><p><strong>Growth Mindset Culture:</strong></p><ul><li><p><em>Fail fast, learn faster.</em></p></li><li><p><em>Reward curiosity over compliance.</em></p></li><li><p><em>Encourage open communication,</em> from the factory floor to the pit wall.</p></li></ul></li></ul><p>If Netflix could transform from DVD rentals into a <strong>data-driven content intelligence engine</strong>, then Ferrari could evolve from a mechanical icon into a <strong>performance intelligence platform</strong> where racing becomes not just an art of engineering, but a science of continuous learning.</p><p>Because in today&#8217;s world, speed alone doesn&#8217;t win races. <strong>Adaptability does.</strong></p><div><hr></div><h1><strong>Final Thoughts | The Redemption Arc</strong></h1><p>Ferrari&#8217;s story isn&#8217;t about failure. It&#8217;s about <strong>what happens when greatness forgets how it got there.</strong></p><p>A reminder that in every legend&#8217;s DNA lies both the brilliance that built it and the complacency that can break it. Just like any legacy company, Ferrari must remember that <strong>heritage fuels identity, but innovation drives survival.</strong></p><p>The lesson for brands and leaders alike?</p><p><strong>You can&#8217;t outdrive disruption with nostalgia.</strong></p><p>(Manchester United, if you&#8217;re reading this, please take notes.)</p><p>Maybe, just maybe, this year, with Hamilton behind the wheel and a new mindset in the garage, Ferrari will rediscover what made it legendary in the first place.</p><p>Because let&#8217;s face it. Ferrari is still in pole position to get back to the top.</p><p>They just need to change their mindset.</p><p><em>Easy, right?</em> &#127937;</p><div><hr></div><div class="captioned-button-wrap" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/p/the-ferrari-paradox-when-legends?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;}" data-component-name="CaptionedButtonToDOM"><div class="preamble"><p class="cta-caption">Thanks for reading! This post is public, so feel free to share it.</p></div><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/p/the-ferrari-paradox-when-legends?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://blog.mervynchua.com/p/the-ferrari-paradox-when-legends?utm_source=substack&utm_medium=email&utm_content=share&action=share"><span>Share</span></a></p></div><p></p>]]></content:encoded></item><item><title><![CDATA[Why Performance Marketing Is a Marathon, Not a Sprint: The Framework for Endurance-Driven Growth]]></title><description><![CDATA[Discover why the best marketers pace like marathoners, using the 60/40 rule, budget periodisation, and recovery cycles to outlast short-term sprinters.]]></description><link>https://blog.mervynchua.com/p/why-performance-marketing-is-a-marathon</link><guid isPermaLink="false">https://blog.mervynchua.com/p/why-performance-marketing-is-a-marathon</guid><dc:creator><![CDATA[Mervyn Chua]]></dc:creator><pubDate>Fri, 26 Sep 2025 01:48:24 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!BPU7!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcd35980c-c270-4781-8fca-b50431d4b5d6_1024x1024.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>I&#8217;ll admit it: running has never been my thing. Back in my student days on exchange in Minnesota, I loved the long, freezing runs that cleared my head. But once I returned to the relentless Singapore heat, the habit vanished. Recently, though, after an intense debate with my BCG Rise teammates about our Capstone project, I laced up again. Not for cardio, but for clarity.</p><p>Somewhere between the rhythm of my breath and the pounding of my shoes, a thought crystallised: performance marketing isn&#8217;t a sprint. It&#8217;s a marathon.</p><p>This sounds obvious until you realise how most marketers actually behave. We obsess over sprint metrics such as quick conversions, instant ROAS, and the dopamine of a campaign that &#8220;works.&#8221; But endurance is where the real growth lives. The best marketers pace themselves. They think in compounding curves, not quarterly sugar highs.</p><p>Because the truth is, endurance doesn&#8217;t just win races. It builds empires. </p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div><div><hr></div><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!BPU7!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcd35980c-c270-4781-8fca-b50431d4b5d6_1024x1024.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!BPU7!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcd35980c-c270-4781-8fca-b50431d4b5d6_1024x1024.png 424w, https://substackcdn.com/image/fetch/$s_!BPU7!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcd35980c-c270-4781-8fca-b50431d4b5d6_1024x1024.png 848w, https://substackcdn.com/image/fetch/$s_!BPU7!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcd35980c-c270-4781-8fca-b50431d4b5d6_1024x1024.png 1272w, https://substackcdn.com/image/fetch/$s_!BPU7!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcd35980c-c270-4781-8fca-b50431d4b5d6_1024x1024.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!BPU7!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcd35980c-c270-4781-8fca-b50431d4b5d6_1024x1024.png" width="1024" height="1024" 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srcset="https://substackcdn.com/image/fetch/$s_!BPU7!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcd35980c-c270-4781-8fca-b50431d4b5d6_1024x1024.png 424w, https://substackcdn.com/image/fetch/$s_!BPU7!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcd35980c-c270-4781-8fca-b50431d4b5d6_1024x1024.png 848w, https://substackcdn.com/image/fetch/$s_!BPU7!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcd35980c-c270-4781-8fca-b50431d4b5d6_1024x1024.png 1272w, https://substackcdn.com/image/fetch/$s_!BPU7!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcd35980c-c270-4781-8fca-b50431d4b5d6_1024x1024.png 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><h1>1. The Pacing Paradox</h1><h3>The Sprint Trap</h3><p>Most performance marketers behave like sprinters who accidentally entered a marathon. They explode out of the blocks by front-loading budgets, chasing quick conversions, and obsessing over ROAS in week one. It feels productive, but the crash is inevitable. Research shows brands that prioritise only short-term performance marketing hit a wall around the 18-month mark, eerily similar to a runner bonking at mile 20.</p><h3>The Marathon Mindset</h3><p>Elite marathoners like Kelvin Kiptum don&#8217;t torch their fastest split in the first 5K. They save it for the last stretch, when everyone else is fading. That&#8217;s the blueprint for marketers who win the long game. They adopt negative splits, pacing early investments in brand while finishing strong in performance.</p><p>This is where the <strong>60/40 Rule</strong> comes in: roughly 60% in brand building, 40% in sales activation. Not a matter of patience, but of physics. You can&#8217;t sprint for 26.2 miles, and you can&#8217;t sustain growth on acquisition alone.</p><h1>2. Budget Allocation as Training Periodisation</h1><h3>The Training Cycle Philosophy</h3><p>Marathoners don&#8217;t train at race pace year-round. They train periodically. Starting with base building, to hill work and tapering. The smartest marketers treat budget allocation the same way:</p><ul><li><p><strong>Base Phase (Months 1&#8211;4):</strong> Heavy brand investment and content creation. Like aerobic base training, slow but essential.</p></li><li><p><strong>Build Phase (Months 5&#8211;8):</strong> Tactical campaigns, measured tests, and optimisations. Think of your VO&#8322; max training.</p></li><li><p><strong>Peak Phase (Months 9&#8211;11):</strong> High-intensity performance pushes, fuelled by the brand equity already built.</p></li><li><p><strong>Recovery Phase (Month 12):</strong> Full analysis, iteration, and planning. The marketing equivalent of taper and reset.</p></li></ul><h1>3. Recovery and Iteration Cycles</h1><h3>The Recovery Imperative</h3><p>Here&#8217;s the dirty secret: you can&#8217;t really overtrain, you can only under-recover. (Read it again.)</p><p>Elite marathoner Hellen Obiri naps twice daily to prime her system. High-performing marketing teams should treat recovery the same way.</p><ul><li><p><strong>Week 1 Post-Campaign:</strong> Full analysis and documentation. This is active recovery.</p></li><li><p><strong>Week 2:</strong> Light re-engagement. Think content creation and audience research.</p></li><li><p><strong>Week 3:</strong> Gradual build-back. Returning with small experiments and controlled iterations.</p></li></ul><h3>The Iteration Advantage</h3><p>Marathon training isn&#8217;t repetition, it&#8217;s intelligent variation. Performance marketing thrives on the same principle: <strong>test, measure, adjust, repeat</strong>. The art is knowing when to push and when to step back.</p><blockquote><p>Growth comes not from sprinting harder, but from compounding smarter.</p></blockquote><div><hr></div><h1>Final Thoughts: The Long Game Wins</h1><p>The counterintuitive truth about performance marketing mirrors the counterintuitive truth about marathon running: the fastest way to get there is often to slow down first.</p><p>While competitors torch their budgets in a 100-meter frenzy, you&#8217;ll be the one quietly building the aerobic base that carries you past mile 20 when the sprinters hit the wall.</p><p>Elite marathoners train for years to cover 26.2 miles in under three hours. The best marketers think in the same cadence: not days or weeks, but quarters and years. Endurance, not adrenaline, wins the race.</p><p>So your next move is simple:</p><ul><li><p>Build your base.</p></li><li><p>Pace your budgets.</p></li><li><p>Plan your recovery.</p></li></ul><p>Because in marathons and in performance marketing, it&#8217;s not who starts the fastest that wins. <strong>It&#8217;s who&#8217;s still running strong when everyone else has stopped.</strong></p><div><hr></div><div class="captioned-button-wrap" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/p/why-performance-marketing-is-a-marathon?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;}" data-component-name="CaptionedButtonToDOM"><div class="preamble"><p class="cta-caption">Thanks for reading! This post is public, so feel free to share it.</p></div><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/p/why-performance-marketing-is-a-marathon?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://blog.mervynchua.com/p/why-performance-marketing-is-a-marathon?utm_source=substack&utm_medium=email&utm_content=share&action=share"><span>Share</span></a></p></div><p></p>]]></content:encoded></item><item><title><![CDATA[BCG’s 6 Critical Success Factors for Digital Transformation Applied to Personal Growth and Life Goals]]></title><description><![CDATA[Discover how BCG&#8217;s 6 digital transformation factors can guide personal growth&#8212;turning $1M dreams into a clear, impactful life strategy.]]></description><link>https://blog.mervynchua.com/p/bcgs-6-critical-success-factors-for</link><guid isPermaLink="false">https://blog.mervynchua.com/p/bcgs-6-critical-success-factors-for</guid><dc:creator><![CDATA[Mervyn Chua]]></dc:creator><pubDate>Mon, 22 Sep 2025 02:45:34 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!lFWz!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcadf3cc6-d276-4677-b750-27ba8a2219f7_1024x1024.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p><em><strong>&#8220;What will you do to improve your life or yourself with a million dollars?&#8221;</strong></em></p><p>That was the question I tossed at my wife over a long-overdue Korean BBQ night. Grilled beef sizzling, laughter flowing, and soju-bombs making everything sound like a great idea. Within minutes, we were knee-deep in the usual fantasy shopping list: travel the world, buy a property, maybe even start that dream wine bar. It was intoxicating (literally and metaphorically!).</p><p>But somewhere between the second round of kimchi and the third shot of soju, I caught myself. Fun as it is to dream, soju-fueled wish lists rarely equal real transformation. A million dollars, without a plan, is just a very expensive detour.</p><p>That&#8217;s when the nerd in me surfaced. I remembered something from my BCG Digital Transformation &amp; Change Management program: the <strong>6 Critical Success Factors for Digital Transformations</strong>. Companies don&#8217;t just throw money at &#8220;becoming digital.&#8221; They build integrated strategies, secure leadership buy-in, deploy talent, track progress, adopt agile mindsets, and invest in the right tech.</p><p>Why shouldn&#8217;t we apply the same logic to our own lives? What if we treated personal growth like a digital transformation project? The ROI on that imaginary million could be life-changing. </p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div><div><hr></div><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!lFWz!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcadf3cc6-d276-4677-b750-27ba8a2219f7_1024x1024.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!lFWz!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcadf3cc6-d276-4677-b750-27ba8a2219f7_1024x1024.png 424w, https://substackcdn.com/image/fetch/$s_!lFWz!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcadf3cc6-d276-4677-b750-27ba8a2219f7_1024x1024.png 848w, https://substackcdn.com/image/fetch/$s_!lFWz!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcadf3cc6-d276-4677-b750-27ba8a2219f7_1024x1024.png 1272w, https://substackcdn.com/image/fetch/$s_!lFWz!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcadf3cc6-d276-4677-b750-27ba8a2219f7_1024x1024.png 1456w" sizes="100vw"><img 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srcset="https://substackcdn.com/image/fetch/$s_!lFWz!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcadf3cc6-d276-4677-b750-27ba8a2219f7_1024x1024.png 424w, https://substackcdn.com/image/fetch/$s_!lFWz!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcadf3cc6-d276-4677-b750-27ba8a2219f7_1024x1024.png 848w, https://substackcdn.com/image/fetch/$s_!lFWz!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcadf3cc6-d276-4677-b750-27ba8a2219f7_1024x1024.png 1272w, https://substackcdn.com/image/fetch/$s_!lFWz!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcadf3cc6-d276-4677-b750-27ba8a2219f7_1024x1024.png 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p></p><h1><strong>1. An Integrated Strategy with Clear Transformation Goals</strong></h1><p>In the corporate world, digital transformation starts with a strategy. Companies need to define what success looks like. Whether it&#8217;s reducing costs, improving customer experience, or scaling into new markets. Without this clarity, even billion-dollar budgets vanish into PowerPoint decks and consultants&#8217; fees.</p><p>In our personal lives, the same rule applies. What does <em>your</em> version of success look like? A healthier body? More wealth? Deeper connections? A calendar filled with meaning instead of noise? Before spending a single dollar of that imagined million, sketch your &#8220;personal transformation roadmap.&#8221; Write it down. Name it. Own it.</p><p>Because here&#8217;s the truth: a million dollars without clarity is chaos. With clarity, it becomes a symphony.</p><div><hr></div><h1><strong>2. Leadership Commitment from the CEO through Middle Management</strong></h1><p>In business, transformation fails when leadership isn&#8217;t aligned. The CEO might talk a good game, but if middle management isn&#8217;t bought in, inertia wins.</p><p>Now translate that into your own life. You&#8217;re the CEO, though sometimes it feels like your spouse is the Chairman of the Board. Middle management? That&#8217;s your family, friends, even your subconscious habits. If they&#8217;re not aligned, your &#8220;project you&#8221; gets derailed.</p><p>Think about announcing a &#8220;fitness transformation&#8221; but keeping your pantry stocked with chips and soda by your spouse. That&#8217;s not a strategy, it&#8217;s a shareholder revolt.</p><p>Real commitment means reshaping not just your intent but the ecosystem around you. Otherwise, resistance eats transformation for breakfast.</p><div><hr></div><h1><strong>3. Deploying High-Caliber Talent</strong></h1><p>In business, digital transformation lives and dies by talent. The best strategies collapse if executed by the wrong people. That&#8217;s why organisations invest in expertise and not just warm bodies.</p><p>Now, once you&#8217;ve set your vision and aligned with your &#8220;stakeholders&#8221; (family, friends, habits), the next step in your personal transformation is the same: <strong>break the big dream into milestones.</strong> What are the specific steps you&#8217;ll need to deploy and get you there? And more importantly, who or what will help you reach them?</p><p>The lesson? Companies don&#8217;t entrust billion-dollar transformations to chance. Why should you let your million-dollar life run on autopilot?</p><div><hr></div><h1><strong>4. Agile Governance Mindset</strong></h1><p>Organisations that succeed in digital transformation don&#8217;t bet everything on a five-year plan. They work in sprints, test ideas, measure results, and iterate. They embrace agility.</p><p>Apply the same principle to your personal transformation. Don&#8217;t declare &#8220;2025: become perfect.&#8221; Instead, run two-month sprints: experiment with new habits, evaluate results, pivot when necessary. Write weekly retros. Build feedback loops with yourself.</p><p>I&#8217;ve written before about how <em>agile isn&#8217;t just for software but for self-growth. Here&#8217;s the</em> <a href="https://blog.mervynchua.com/p/be-agile-grow-agile-how-sprint-cycles">link</a>. The same mindset that scales startups can scale your life.</p><div><hr></div><h1><strong>5. Monitoring Progress with Real Metrics</strong></h1><p>Businesses live and die by KPIs. Transformation isn&#8217;t judged on good vibes but on measurable impact. Vanity metrics like app downloads with no engagement just don&#8217;t cut it.</p><p>Your life deserves the same discipline. For me, a fulfilled life isn&#8217;t just about wealth, health, or happiness in isolation, it&#8217;s about leaving an impact through the work I do. That becomes my <em>North Star Metric</em>: <strong>Am I creating impact that outlives me?</strong></p><p>From there, it breaks down into measurable check-ins:</p><ul><li><p>Is my work genuinely creating impact?</p></li><li><p>How many people have I reached, influenced, or helped?</p></li><li><p>Am I contributing to conversations that matter, or just adding noise?</p></li><li><p>Do I feel a sense of progress week over week, month over month?</p></li></ul><p>Because let&#8217;s be honest: counting Netflix hours doesn&#8217;t qualify as progress. That&#8217;s just&#8230; stalling.</p><div><hr></div><h1><strong>6. Business-Led Modular Technology</strong></h1><p>For organisations, the final leg of digital transformation is choosing the right technology. Modular, scalable, and aligned with strategy. The wrong tech stack burns budget faster than bureaucracy.</p><p>For you, this is the moment you finally take that imaginary million dollars and put it to work. With vision set, allies aligned, and milestones mapped, it&#8217;s time to <strong>evaluate and acquire the resources</strong> that move you closer to your goals.</p><p>It could be fitness wearables that keep you accountable, online courses that sharpen your edge, or investments like the S&amp;P 500 ETF that compound quietly in the background. The point isn&#8217;t to splurge on shiny toys; it&#8217;s to pick the tools and infrastructure that integrate seamlessly into your life&#8217;s strategy.</p><p>Here&#8217;s the zinger: corporations often buy tech to <em>look</em> modern; individuals often buy gadgets to <em>feel</em> modern. Both fail unless those resources are harnessed with intention.</p><div><hr></div><h1>Final Thoughts</h1><p>That night at Korean BBQ, between sizzling beef, laughter, and soju-bombs, my wife and I built castles in the air. Dreams of property, world travel, even a bar we&#8217;d probably name after some inside joke. But the real million-dollar question wasn&#8217;t <em>what to buy</em>. It was <em>what to build.</em></p><p>And here&#8217;s the thing: money shouldn&#8217;t transform you&#8212;it magnifies what&#8217;s already there. A million-dollar budget without intent is just noise. But layered with clarity, commitment, and consistency, it becomes a transformation.</p><p>In the same way, companies can&#8217;t &#8220;buy&#8221; digital transformation, we can&#8217;t purchase personal transformation. Digital &#8800; just about digital. Personal &#8800; just about money. Both are about discipline in design and courage in execution.</p><p>So here&#8217;s the thought I&#8217;ll leave you with: <strong>The real million-dollar transformation isn&#8217;t what you&#8217;d buy but who you&#8217;d become.</strong></p><div><hr></div><div class="captioned-button-wrap" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/p/bcgs-6-critical-success-factors-for?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;}" data-component-name="CaptionedButtonToDOM"><div class="preamble"><p class="cta-caption">Thanks for reading! This post is public, so feel free to share it.</p></div><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/p/bcgs-6-critical-success-factors-for?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://blog.mervynchua.com/p/bcgs-6-critical-success-factors-for?utm_source=substack&utm_medium=email&utm_content=share&action=share"><span>Share</span></a></p></div><p></p>]]></content:encoded></item><item><title><![CDATA[Canelo vs Crawford: What Boxing’s Biggest Fight Teaches Us About Agile vs Waterfall]]></title><description><![CDATA[The historic Canelo vs Crawford showdown wasn&#8217;t just a boxing match. Discover how Crawford&#8217;s adaptability and Canelo&#8217;s rigid game plan reveal lessons in strategy, risk management, and why agility wins]]></description><link>https://blog.mervynchua.com/p/canelo-vs-crawford-what-boxings-biggest</link><guid isPermaLink="false">https://blog.mervynchua.com/p/canelo-vs-crawford-what-boxings-biggest</guid><dc:creator><![CDATA[Mervyn Chua]]></dc:creator><pubDate>Tue, 16 Sep 2025 03:36:07 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!NjPh!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F29ed3e23-c922-4d8a-84de-56c98ae6b7e3_1024x1536.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!NjPh!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F29ed3e23-c922-4d8a-84de-56c98ae6b7e3_1024x1536.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!NjPh!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F29ed3e23-c922-4d8a-84de-56c98ae6b7e3_1024x1536.png 424w, https://substackcdn.com/image/fetch/$s_!NjPh!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F29ed3e23-c922-4d8a-84de-56c98ae6b7e3_1024x1536.png 848w, https://substackcdn.com/image/fetch/$s_!NjPh!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F29ed3e23-c922-4d8a-84de-56c98ae6b7e3_1024x1536.png 1272w, https://substackcdn.com/image/fetch/$s_!NjPh!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F29ed3e23-c922-4d8a-84de-56c98ae6b7e3_1024x1536.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!NjPh!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F29ed3e23-c922-4d8a-84de-56c98ae6b7e3_1024x1536.png" width="1024" height="1536" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/29ed3e23-c922-4d8a-84de-56c98ae6b7e3_1024x1536.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:1536,&quot;width&quot;:1024,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:2679111,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://blog.mervynchua.com/i/173725384?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F29ed3e23-c922-4d8a-84de-56c98ae6b7e3_1024x1536.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!NjPh!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F29ed3e23-c922-4d8a-84de-56c98ae6b7e3_1024x1536.png 424w, https://substackcdn.com/image/fetch/$s_!NjPh!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F29ed3e23-c922-4d8a-84de-56c98ae6b7e3_1024x1536.png 848w, https://substackcdn.com/image/fetch/$s_!NjPh!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F29ed3e23-c922-4d8a-84de-56c98ae6b7e3_1024x1536.png 1272w, https://substackcdn.com/image/fetch/$s_!NjPh!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F29ed3e23-c922-4d8a-84de-56c98ae6b7e3_1024x1536.png 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>I am a boxing fan, and over the weekend, I witnessed probably one of the most epic matches in this decade: the historic clash between Saul <em>&#8220;Canelo&#8221;</em> Alvarez and Terence Crawford at Las Vegas&#8217;s Allegiant Stadium. As a die-hard Canelo fan, I was gutted watching him lose all his titles.</p><p>But as the sting of defeat faded, something else struck me: this wasn&#8217;t just a fight. It was a masterclass in two very different ways of solving problems: rigid, traditional approaches versus adaptive, agile methodologies.</p><p>Crawford&#8217;s unanimous decision (116-112, 115-113, 115-113) wasn&#8217;t merely a boxing victory. It was history in motion. This makes him the first male fighter in the four-belt era to become undisputed in three different weight classes. More than that, it was a living metaphor: Agile vs Waterfall, played out in twelve brutal, beautiful rounds.</p><p>Now, to be clear, this is a thought exercise, not a technical breakdown of footwork biomechanics (frankly, I&#8217;m not your guy for that). But if you&#8217;re curious about how two management philosophies look when they&#8217;re trying to knock each other out, stick around.</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div><div><hr></div><h1>Fighting Styles: The Technical Foundation</h1><h3>Crawford: The Agile Switch-Hitter</h3><p>Crawford isn&#8217;t just a fighter. He&#8217;s an operating system built for adaptation. His ability to seamlessly switch between orthodox and southpaw stances is the boxing equivalent of deploying cross-functional teams. One stance is good. Two stances double your options, multiply your unpredictability, and force the opponent to defend against variables they can&#8217;t pre-plan.</p><p>Analysts often joke: <em>&#8220;Crawford inputs data for three rounds, then hits &#8216;enter&#8217; in the fourth.&#8221;</em> That&#8217;s Agile in action: short iterations, constant testing, and the courage to pivot when new information arrives. Like a sprint retrospective, he observes, tweaks, and launches a new version of himself before his opponent even downloads the patch.</p><h3>Canelo: The Waterfall Counter-Puncher</h3><p>Canelo is a master of order. His counter-punching style relies on meticulous preparation, almost like a Gantt chart in gloves. Every punch is the product of months of scouting, sparring, and scenario planning. When his opponent commits, he executes with devastating efficiency.</p><p>But there&#8217;s a catch: like Waterfall methodology, Canelo&#8217;s system thrives in predictable environments. One sequence follows the next. One phase must be finished before another begins. When conditions are stable, this produces beautiful, disciplined results. When conditions shift, as Crawford made them shift, the rigidity shows.</p><div><hr></div><h1>Training Camp Preparations: Strategic Planning Approaches</h1><h3>Crawford&#8217;s Agile Training Philosophy</h3><p>Victor Conte once described Crawford as <em>&#8220;the <a href="https://www.boxingscene.com/articles/terence-crawford-most-scientifically-prepared-boxer-history-sport">most scientifically prepared boxer</a> in the history of the sport.&#8221;</em> Not because his team builds binders of documentation, but because they embrace feedback loops. His camp isn&#8217;t a locked playbook. It&#8217;s a living organism.</p><p>Minutes before fighting Errol Spence, Crawford decided to fight southpaw. That&#8217;s Agile: real-time decisions over rigid plans. His training emphasises adaptability, collective intelligence, and readiness to exploit change rather than fear it.</p><h3>Canelo&#8217;s Waterfall Training Methodology</h3><p>Canelo&#8217;s camp runs like a traditional project plan: six days a week, with clear distinctions between boxing drills and sparring sessions. Sparring partners are carefully chosen to replicate the target opponent. It&#8217;s requirements-gathering in boxing shorts.</p><p>This works until it doesn&#8217;t. The danger of Waterfall is obvious here: once the plan is set and the project launched (or the fight begins), flexibility is limited. Canelo came in with months of data and simulations. But when the variables changed, the script offered no alternative endings.</p><div><hr></div><h1>In-Fight Strategy and Adaptation: Where Methodologies Collided</h1><h3>Crawford&#8217;s Agile Execution</h3><p>Crawford treated the first rounds as research sprints, then iterated. His stance switches were incremental releases with small changes that delivered immediate value and compounded into dominance. When Canelo landed clean in the fifth, Crawford didn&#8217;t panic or double down on a failing plan. He adjusted. That&#8217;s the Agile mantra: <em>responding to change over following a plan.</em></p><h3>Canelo&#8217;s Waterfall Limitations</h3><p>Canelo executed his game plan with discipline, but when assumptions collapsed, he had no backup architecture. After the fight, he <a href="https://sports.yahoo.com/article/canelo-admits-could-not-figure-110000513.html">admitted</a>, <em>&#8220;I couldn&#8217;t figure out Crawford&#8217;s style.&#8221;</em> That&#8217;s the Waterfall curse: discovering too late that your requirements were incomplete. In product development, this means missed deadlines and budget overruns. In boxing, it means losing all your belts.</p><div><hr></div><h1>Lessons for Modern Organisations</h1><h3>When Waterfall Works</h3><p>Canelo&#8217;s career proves that Waterfall isn&#8217;t obsolete. For predictable, repeatable challenges where inputs are stable and the end goal is clear, it&#8217;s efficient, structured, and effective. Think manufacturing, compliance projects, or&#8230; body-shot breakdowns.</p><h3>When Agile Triumphs</h3><p>But when complexity and uncertainty dominate, Agile wins. Crawford&#8217;s ability to pivot mid-fight illustrates how iteration outperforms rigid sequencing in chaotic environments. Markets, like fights, don&#8217;t stick to your script.</p><h3>The Importance of Adaptability</h3><p>Planning matters. But survival and growth depend on iteration. Agile doesn&#8217;t reject strategy; it rejects the illusion that strategy will survive first contact unchanged. Crawford embraced that truth.</p><h3>Risk Management Approaches</h3><p>Waterfall mitigates risk upfront with documentation and planning. Agile manages risk continuously, through rapid cycles and real-time testing. Crawford identified and exploited Canelo&#8217;s vulnerabilities in the moment before they turned into threats. That&#8217;s not luck. That&#8217;s a process.</p><p>&#128073; The fight wasn&#8217;t just a spectacle. It was a reminder: whether you&#8217;re throwing punches or launching products, the ability to adapt beats the illusion of certainty.</p><div><hr></div><h1>Final Thoughts: When Agility Meets the Ring</h1><p>Crawford&#8217;s victory wasn&#8217;t just about hand speed, power, or precision. It was Agile&#8217;s triumph over Waterfall. Adaptive, iterative, and collaborative approaches outlast rigid structures. <em>Crawford didn&#8217;t just win belts. He won the case study.</em></p><p>Canelo, brilliant as he is, became the cautionary tale. His meticulous upfront planning met the chaos of an unpredictable opponent. And when those assumptions collapsed, he couldn&#8217;t pivot. That&#8217;s the weakness of Waterfall: beautiful on paper, brittle in reality.</p><p>The takeaway? In today&#8217;s business environment, change isn&#8217;t the exception. It&#8217;s the operating system. The Crawford vs Canelo fight reminds us that agility beats rigidity when the stakes are high. <em>In boxing and in business, the most agile fighter doesn&#8217;t just survive, he wins. </em></p><div><hr></div><div class="captioned-button-wrap" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/p/canelo-vs-crawford-what-boxings-biggest?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;}" data-component-name="CaptionedButtonToDOM"><div class="preamble"><p class="cta-caption">Thanks for reading! This post is public, so feel free to share it.</p></div><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/p/canelo-vs-crawford-what-boxings-biggest?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://blog.mervynchua.com/p/canelo-vs-crawford-what-boxings-biggest?utm_source=substack&utm_medium=email&utm_content=share&action=share"><span>Share</span></a></p></div>]]></content:encoded></item><item><title><![CDATA[Be Agile, Grow Agile: How Sprint Cycles Can Transform Your Personal Growth]]></title><description><![CDATA[Discover how Agile principles and the growth mindset combine into a life operating system for continuous improvement. Learn how to plan goals, embrace iteration, and run personal sprints that compound]]></description><link>https://blog.mervynchua.com/p/be-agile-grow-agile-how-sprint-cycles</link><guid isPermaLink="false">https://blog.mervynchua.com/p/be-agile-grow-agile-how-sprint-cycles</guid><dc:creator><![CDATA[Mervyn Chua]]></dc:creator><pubDate>Fri, 12 Sep 2025 04:41:34 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!1fZN!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6f4b56a9-368f-411b-936d-d00ce3e9e97c_1024x1536.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!1fZN!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6f4b56a9-368f-411b-936d-d00ce3e9e97c_1024x1536.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!1fZN!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6f4b56a9-368f-411b-936d-d00ce3e9e97c_1024x1536.png 424w, https://substackcdn.com/image/fetch/$s_!1fZN!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6f4b56a9-368f-411b-936d-d00ce3e9e97c_1024x1536.png 848w, https://substackcdn.com/image/fetch/$s_!1fZN!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6f4b56a9-368f-411b-936d-d00ce3e9e97c_1024x1536.png 1272w, https://substackcdn.com/image/fetch/$s_!1fZN!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6f4b56a9-368f-411b-936d-d00ce3e9e97c_1024x1536.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!1fZN!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6f4b56a9-368f-411b-936d-d00ce3e9e97c_1024x1536.png" width="1024" height="1536" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/6f4b56a9-368f-411b-936d-d00ce3e9e97c_1024x1536.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:1536,&quot;width&quot;:1024,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:2264983,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://blog.mervynchua.com/i/173412513?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6f4b56a9-368f-411b-936d-d00ce3e9e97c_1024x1536.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!1fZN!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6f4b56a9-368f-411b-936d-d00ce3e9e97c_1024x1536.png 424w, https://substackcdn.com/image/fetch/$s_!1fZN!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6f4b56a9-368f-411b-936d-d00ce3e9e97c_1024x1536.png 848w, https://substackcdn.com/image/fetch/$s_!1fZN!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6f4b56a9-368f-411b-936d-d00ce3e9e97c_1024x1536.png 1272w, https://substackcdn.com/image/fetch/$s_!1fZN!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6f4b56a9-368f-411b-936d-d00ce3e9e97c_1024x1536.png 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p></p><p>&#8220;You don&#8217;t DO Agile, You Are Agile!&#8221;</p><p>For years, I thought Agile was just a fancy project management process.</p><p>Stand-ups, sprints, backlogs. The buzzwords piled up while the work slowed down. You can imagine my frustration when the answer to a request was, <em>&#8220;This sprint cycle is full. We can only consider your feature in the next or next-next cycle.&#8221;</em> Wasn&#8217;t Agile supposed to mean quick?</p><p>This week, in my BCG DTCM program, a lightbulb went on: Agile isn&#8217;t a process. Agile is a mindset.</p><p>And that shift changes everything. Because the same principles that power the world&#8217;s best product teams also apply to something far more personal: our own growth. Agile and the <strong>growth mindset</strong> share the same DNA. They embrace uncertainty, thrive on experimentation, and see iteration as the path forward.</p><p>The truth? Agile isn&#8217;t just for software. It&#8217;s a philosophy for <strong>personal growth and lifelong learning</strong> &#8212; one sprint, one iteration, one breakthrough at a time.</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div><div><hr></div><h1><strong>The Core Concept: Agile Mindset for Personal Growth</strong></h1><p>Here&#8217;s the uncomfortable truth: most of us treat growth like a linear project plan with fixed milestones, rigid deadlines, and a vague hope that if we just follow the &#8220;plan,&#8221; we&#8217;ll arrive at success. But life doesn&#8217;t work that way.</p><p>Agile reminds us: <strong>Agile &#8800; process; Agile = mindset.</strong></p><p>And so is growth. <strong>Growth &#8800; perfection; growth = compounding improvement.</strong></p><p>Think of Agile as an operating system for how we grow. It&#8217;s not about &#8220;doing&#8221; Agile practices. It&#8217;s about <em>being</em> adaptive, iterative, and willing to see every challenge as a chance to test, learn, and evolve.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!K8ow!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb888bda3-18df-4fb8-8aa5-54d32c8700cd_1024x1536.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!K8ow!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb888bda3-18df-4fb8-8aa5-54d32c8700cd_1024x1536.png 424w, https://substackcdn.com/image/fetch/$s_!K8ow!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb888bda3-18df-4fb8-8aa5-54d32c8700cd_1024x1536.png 848w, https://substackcdn.com/image/fetch/$s_!K8ow!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb888bda3-18df-4fb8-8aa5-54d32c8700cd_1024x1536.png 1272w, https://substackcdn.com/image/fetch/$s_!K8ow!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb888bda3-18df-4fb8-8aa5-54d32c8700cd_1024x1536.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!K8ow!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb888bda3-18df-4fb8-8aa5-54d32c8700cd_1024x1536.png" width="1024" height="1536" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/b888bda3-18df-4fb8-8aa5-54d32c8700cd_1024x1536.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:1536,&quot;width&quot;:1024,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:2117454,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://blog.mervynchua.com/i/173412513?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb888bda3-18df-4fb8-8aa5-54d32c8700cd_1024x1536.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!K8ow!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb888bda3-18df-4fb8-8aa5-54d32c8700cd_1024x1536.png 424w, https://substackcdn.com/image/fetch/$s_!K8ow!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb888bda3-18df-4fb8-8aa5-54d32c8700cd_1024x1536.png 848w, https://substackcdn.com/image/fetch/$s_!K8ow!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb888bda3-18df-4fb8-8aa5-54d32c8700cd_1024x1536.png 1272w, https://substackcdn.com/image/fetch/$s_!K8ow!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb888bda3-18df-4fb8-8aa5-54d32c8700cd_1024x1536.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><div><hr></div><h2><strong>1. Linking Agile&#8217;s 4 Core Values to Growth Mindset</strong></h2><p>The four values from the Agile Manifesto map beautifully to how we can grow as humans:</p><ol><li><p><strong>Customer Focus: Customer Collaboration &gt; Contract Negotiation</strong></p><p>Growth is co-created. Just like product teams need customers, you need mentors, peers, and communities to shape your journey. You don&#8217;t grow in isolation; you grow in conversation.</p></li><li><p><strong>Output Orientation: Working Output &gt; Comprehensive Plans</strong></p><p>Perfection is a trap. Progress is the goal. Celebrate &#8220;done&#8221; over &#8220;perfect.&#8221; Small wins compound into momentum, while endless planning compounds into paralysis.</p></li><li><p><strong>Empowering Teams: Individuals &amp; Interactions &gt; Processes &amp; Tools</strong></p><p>Growth is a team sport. Feedback from a friend, advice from a mentor, or accountability with a partner is worth more than any self-help app or productivity hack.</p></li><li><p><strong>Adaptability in Uncertain Context: Responding to Change &gt; Following a Plan</strong></p><p>Life is unpredictable. Your career pivot, fitness journey, or side hustle will never unfold exactly as planned. Pivoting isn&#8217;t failure; it&#8217;s agility.</p></li></ol><div><hr></div><h2><strong>2. Goal Planning the Agile Way</strong></h2><p>Here&#8217;s where it gets practical: treat your life like a backlog.</p><ul><li><p><strong>Initiatives = Life Goals</strong> (e.g., becoming healthier, building a personal brand, career pivot).</p></li><li><p><strong>Epics = Key Areas</strong> (fitness, learning, relationships, career).</p></li><li><p><strong>Stories = Tasks &amp; Subtasks</strong> (daily habits, micro-actions, rituals).</p></li></ul><p>By breaking your growth into these layers, you gain <strong>clarity, focus, and measurable progress</strong>. Big goals stop being overwhelming when you slice them into achievable sprints.</p><div><hr></div><h2><strong>3. The Agile Growth Cycle (Scrum + Growth Mindset)</strong></h2><p>Agile rituals aren&#8217;t just for software teams, they&#8217;re a framework for how to live and grow. When combined with <a href="https://www.ted.com/talks/carol_dweck_the_power_of_believing_that_you_can_improve?subtitle=en">Carol Dweck</a>&#8217;s <strong>growth mindset</strong>, they become a loop of compounding improvement:</p><ol><li><p><strong>Sprint Planning + The Power of Yet</strong></p><p>Decide what you&#8217;ll tackle in the next 1&#8211;2 weeks. Can&#8217;t nail it yet? That&#8217;s the point. <em><strong>Yet</strong></em> keeps the door open.</p></li><li><p><strong>Daily Stand-Up + Effort Matters</strong></p><p>Ask yourself each morning: What did I do yesterday? What will I do today? What&#8217;s blocking me?</p><p>The growth mindset reminds us: <strong>Effort isn&#8217;t optional. It&#8217;s the multiplier of results.</strong></p></li><li><p><strong>Backlog Refinement + Embracing Challenges</strong></p><p>Regularly break down your big goals into smaller, actionable tasks. Challenges aren&#8217;t roadblocks. They&#8217;re reps for your brain.</p></li><li><p><strong>Sprint Review + Accountable Praise</strong></p><p>Share progress with someone you trust. Praise the effort and the strategy, not just the outcome. Or go full <a href="https://www.instagram.com/reel/DOVyngzDPFH/">Rose</a> and thank yourself for showing up.</p></li><li><p><strong>Retrospective + Learning from Mistakes</strong></p><p>Ask: What worked? What didn&#8217;t? What&#8217;s next? Mistakes aren&#8217;t identity. They&#8217;re data. The brain grows when we process errors and adjust.</p></li></ol><p><strong>The result:</strong> an iterative loop that&#8217;s both <strong>structured (Agile)</strong> and <strong>adaptive (Growth Mindset)</strong>. One sprint at a time, you stop obsessing about perfection and start compounding progress.</p><div class="image-gallery-embed" data-attrs="{&quot;gallery&quot;:{&quot;images&quot;:[{&quot;type&quot;:&quot;image/png&quot;,&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/37d4b4a0-fb80-4fa2-ac3c-1d9796f20c12_1024x1536.png&quot;},{&quot;type&quot;:&quot;image/png&quot;,&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/6527eeed-2da5-4b69-a1e3-95d40414c9d9_1024x1536.png&quot;},{&quot;type&quot;:&quot;image/png&quot;,&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/f0d444b2-6ba7-4e25-8c08-3226682349d0_1024x1536.png&quot;}],&quot;caption&quot;:&quot;&quot;,&quot;alt&quot;:&quot;&quot;,&quot;staticGalleryImage&quot;:{&quot;type&quot;:&quot;image/png&quot;,&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/22346dc7-aae6-4d8f-88e0-022a9eccb90b_1456x474.png&quot;}},&quot;isEditorNode&quot;:true}"></div><div><hr></div><h1>Final Thoughts</h1><p>Agile isn&#8217;t just a buzzword for tech teams, and the growth mindset isn&#8217;t just a TED Talk for students. Together, they form a <strong>life operating system for continuous improvement</strong>. The formula is simple but profound:</p><blockquote><p><strong>Agile + Growth Mindset = Compounding Growth</strong>.</p></blockquote><p>Because here&#8217;s the thing: growth isn&#8217;t about doing Agile. It&#8217;s about <em>being</em> Agile in how you live, how you learn, and how you adapt. The people who thrive aren&#8217;t the ones with perfect plans. They&#8217;re the ones who know how to pivot, reflect, and sprint again.</p><p>So here&#8217;s my challenge to you:</p><p>&#128073; What&#8217;s one personal goal you can sprint on this week?</p><p>Write it down. Break it into tasks. Run your first sprint. And if you&#8217;re brave enough, share your reflections or Agile-growth hacks, not just to inspire others, but to keep yourself accountable.</p><p><strong>Your next sprint starts now.</strong></p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!FpN1!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7b641116-6ffc-4030-a7fd-bf365f657817_1024x1536.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!FpN1!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7b641116-6ffc-4030-a7fd-bf365f657817_1024x1536.png 424w, https://substackcdn.com/image/fetch/$s_!FpN1!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7b641116-6ffc-4030-a7fd-bf365f657817_1024x1536.png 848w, https://substackcdn.com/image/fetch/$s_!FpN1!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7b641116-6ffc-4030-a7fd-bf365f657817_1024x1536.png 1272w, https://substackcdn.com/image/fetch/$s_!FpN1!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7b641116-6ffc-4030-a7fd-bf365f657817_1024x1536.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!FpN1!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7b641116-6ffc-4030-a7fd-bf365f657817_1024x1536.png" width="1024" height="1536" 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This post is public so feel free to share it.</p></div><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/p/be-agile-grow-agile-how-sprint-cycles?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://blog.mervynchua.com/p/be-agile-grow-agile-how-sprint-cycles?utm_source=substack&utm_medium=email&utm_content=share&action=share"><span>Share</span></a></p></div><p></p>]]></content:encoded></item><item><title><![CDATA[A Product Teardown: The Rise and Fall of Blizzard Entertainment]]></title><description><![CDATA[A deep dive into the rise and fall of Blizzard Entertainment, from Warcraft and Diablo glory to cultural missteps, missed opportunities, and lessons in human-centered design.]]></description><link>https://blog.mervynchua.com/p/a-product-teardown-the-rise-and-fall</link><guid isPermaLink="false">https://blog.mervynchua.com/p/a-product-teardown-the-rise-and-fall</guid><dc:creator><![CDATA[Mervyn Chua]]></dc:creator><pubDate>Wed, 10 Sep 2025 05:01:09 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!1Mbm!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4c655cdf-08c5-45e6-835c-28cf4ae8c331_1024x1536.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!1Mbm!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4c655cdf-08c5-45e6-835c-28cf4ae8c331_1024x1536.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!1Mbm!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4c655cdf-08c5-45e6-835c-28cf4ae8c331_1024x1536.png 424w, https://substackcdn.com/image/fetch/$s_!1Mbm!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4c655cdf-08c5-45e6-835c-28cf4ae8c331_1024x1536.png 848w, https://substackcdn.com/image/fetch/$s_!1Mbm!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4c655cdf-08c5-45e6-835c-28cf4ae8c331_1024x1536.png 1272w, https://substackcdn.com/image/fetch/$s_!1Mbm!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4c655cdf-08c5-45e6-835c-28cf4ae8c331_1024x1536.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!1Mbm!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4c655cdf-08c5-45e6-835c-28cf4ae8c331_1024x1536.png" width="1024" height="1536" 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srcset="https://substackcdn.com/image/fetch/$s_!1Mbm!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4c655cdf-08c5-45e6-835c-28cf4ae8c331_1024x1536.png 424w, https://substackcdn.com/image/fetch/$s_!1Mbm!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4c655cdf-08c5-45e6-835c-28cf4ae8c331_1024x1536.png 848w, https://substackcdn.com/image/fetch/$s_!1Mbm!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4c655cdf-08c5-45e6-835c-28cf4ae8c331_1024x1536.png 1272w, https://substackcdn.com/image/fetch/$s_!1Mbm!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4c655cdf-08c5-45e6-835c-28cf4ae8c331_1024x1536.png 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p></p><p>I have to admit. I have always been a <strong>Diablo 3</strong> fan and have long played the game for many years (probably much longer than I should). That&#8217;s why I was so excited when <strong>Diablo 4</strong> came out 2 years ago (11 years after Diablo 3), but in less than a few months, I stopped playing it. And I&#8217;m not alone. The hype fizzled faster than a potion in Act I. Which raises the uncomfortable question: <strong>what happened to Blizzard, the studio that once defined gaming magic?</strong></p><p>This week, in my <strong>BCG Digital Transformation &amp; Change Management program</strong>, the focus was on the <strong>Agile mindset</strong> &#8212; adaptability, iteration, and keeping the user at the center. And it got me thinking: <em>What if Blizzard had embraced a more human-centered design and growth-agile mindset?</em> Could they have avoided their slide from industry darling to case study in missed opportunities?</p><p>There&#8217;s no right or wrong here. This is just a desperate fan, trying to make sense of his favourite game through a <strong>Design Thinking lens</strong> to grasp at solutions (or straws).</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div><div><hr></div><h1>1. History and Rise of Blizzard &#8211; From Garage Studio to Gaming Titan</h1><p>Blizzard wasn&#8217;t born a juggernaut. It was born in a garage <a href="https://computerhistory.org/blog/the-blizzard-saga">in 1991</a>, when Allen Adham and Michael Morhaime decided that games should be built for joy, not just for profit. That simple ethos <strong>&#8220;make great games&#8221;</strong> became the DNA that would propel Blizzard from scrappy outsider to cultural kingmaker.</p><p>The hits stacked up like a greatest-hits album:</p><ul><li><p><em>Warcraft</em> (1994), a polished real-time strategy title drenched in lore;</p></li><li><p><em>Diablo</em> (1996), which invented the &#8220;one more dungeon&#8221; addiction loop; and</p></li><li><p><em>StarCraft</em> (1998), which didn&#8217;t just sell but rewired South Korea into an esports nation.</p></li></ul><p>Then came <em>World of Warcraft</em> (2004), Blizzard&#8217;s moon landing. Twelve million subscribers paying monthly to live in Azeroth. WoW wasn&#8217;t a game; it was a parallel universe. Suddenly, Blizzard wasn&#8217;t just a studio, it was the <strong>Vatican of geekdom</strong>. Its brand meant something sacred: if Blizzard made it, it would be worth your time.</p><h1>2. Blizzard&#8217;s Golden Formula</h1><p>Blizzard&#8217;s genius was knowing exactly who its users were: hardcore PC gamers who wanted depth, mastery, and community. And then giving them more than they expected.</p><ul><li><p><strong>Easy to learn, hard to master</strong>: A design philosophy that sucked in the casuals and rewarded the obsessives.</p></li><li><p><strong><a href="http://Battle.net">Battle.net</a></strong>: An online platform before &#8220;online platform&#8221; was even a thing.</p></li><li><p><strong>Cinematic worlds</strong>: Lore and cutscenes that made you forget it was just pixels.</p></li><li><p><strong>Community as co-creators</strong>: Mods were embraced, not litigated. DotA, the crown jewel of fan creativity, was born in their backyard.</p></li></ul><p>At its height, Blizzard was more than a company. It was a promise. A promise that the people who made the game were just like the people who played it.</p><h1>3. The Shift: Changing Users, Platforms &amp; Market</h1><p>But promises are easy when you&#8217;re small. When you become a multi-billion-dollar machine, the gravity changes.</p><p>Consoles exploded, and Blizzard stumbled. Mobile gaming ate the world, and Blizzard blinked. By the time they finally stepped in with <em>Hearthstone</em> and <em>Diablo Immortal</em>, the market had already been claimed by faster, hungrier rivals.</p><p>Inside the company, the 2008 Activision merger marked the beginning of a cultural transplant. Blizzard&#8217;s &#8220;it&#8217;s done when it&#8217;s done&#8221; patience was replaced with Activision&#8217;s quarterly urgency. Creativity was traded for predictability. Innovation died in the bureaucracy of <em>Titan,</em> an <a href="https://computerhistory.org/blog/the-blizzard-saga/#:~:text=Contrary%20to%20what%20many%20fans,CEO%20Bobby%20Kotick%20and%20Blizzard">$80M MMO</a> that was quietly killed.</p><p>The result: Blizzard wasn&#8217;t leading trends anymore. It was following them. And in tech or in games, <strong>if you&#8217;re explaining, you&#8217;re losing</strong>.</p><h1>4. Competition and Missed Opportunities</h1><p>Here&#8217;s the cruel irony: Blizzard didn&#8217;t just miss markets. They missed the markets they themselves created.</p><ul><li><p><strong>MOBAs</strong>: DotA was literally born from Blizzard&#8217;s code. Yet Riot&#8217;s <em>League of Legends</em> and Valve&#8217;s <em>Dota 2</em> seized the prize. Blizzard&#8217;s answer, <em>Heroes of the Storm</em>, arrived half a decade late. In internet time, that&#8217;s a century.</p></li><li><p><strong>RTS</strong>: Once kings of strategy, Blizzard let the genre calcify. <em>StarCraft II</em> had a run, but *Warcraft III: Reforged (*the so-called &#8220;remaster&#8221;) was a flaming disaster.</p></li><li><p><strong>ARPGs</strong>: <em>Diablo III</em> stumbled out of the gate, Path of Exile scooped up its hardcore fanbase, and Blizzard responded years later with a mobile title so tone-deaf it birthed the <a href="https://www.pcgamer.com/how-blizzards-reputation-collapsed-in-just-3-years/">immortal meme</a>: <em>&#8220;What, do you guys not have phones?&#8221;</em></p></li><li><p><strong>FPS</strong>: <em>Overwatch</em> was the rare win, amassing 50 million players. But then Blizzard squandered it with an overpriced esports league and a sequel that cancelled the one feature everyone wanted. Meanwhile, Riot dropped <em>Valorant</em> and ate Blizzard&#8217;s lunch.</p></li></ul><p>Pattern recognition 101: Blizzard wasn&#8217;t losing because it lacked ideas. It was losing because it couldn&#8217;t, or wouldn&#8217;t, iterate fast enough. It became a museum of its own past.</p><h1>5. The Fall: Controversies and Loss of Trust</h1><p>And then came the implosions.</p><ul><li><p><em>Warcraft III: Reforged</em> wasn&#8217;t just bad; it was Metacritic&#8217;s <a href="https://www.pcgamer.com/how-blizzards-reputation-collapsed-in-just-3-years/">lowest-rated game of all time</a>.</p></li><li><p><em>WoW: Battle for Azeroth</em> ignored beta feedback so brazenly that players revolted before launch.</p></li><li><p><em>Heroes of the Storm</em>&#8217;s esports scene was killed overnight in a blog post, erasing careers with a Ctrl+Alt+Delete.</p></li></ul><p>But the real detonations came from within. The 2021 <a href="https://www.pcgamer.com/how-blizzards-reputation-collapsed-in-just-3-years/">California lawsuit</a> revealed a &#8220;frat boy&#8221; culture that was toxic, sexist, and systemic. Employee walkouts followed. Leadership doubled down with denial. Trust. The one resource Blizzard couldn&#8217;t afford to lose evaporated.</p><p>When guilds and influencers began openly migrating from <em>World of Warcraft</em> to <em>Final Fantasy XIV</em>, it wasn&#8217;t just about gameplay. It was about betrayal.</p><h1>6. Reimagining Blizzard with Human-Centered Design</h1><p>If Blizzard&#8217;s decline has a root cause, it&#8217;s this: the company stopped treating its players and employees as co-creators, and started treating them as markets to be managed. A human-centered design (HCD) approach could have reversed that trajectory. Here&#8217;s how:</p><h3><strong>1. Listening to Users vs. Chasing Trends</strong></h3><p>Blizzard&#8217;s biggest PR disasters, <em>Diablo Immortal</em> chief among them, stemmed not from the product itself, but from how it was positioned. A mobile-first Diablo could have worked for a global audience of on-the-go gamers. But announcing it at BlizzCon, to a hall full of PC loyalists waiting for <em>Diablo IV</em>, was tone-deaf. This wasn&#8217;t a failure of technology; it was a failure of empathy.</p><p>An HCD approach starts with a simple question: <em>Who is this for?</em> Blizzard once thrived on lengthy beta tests and obsessive polish. By reviving that &#8220;beta-test DNA&#8221; and co-designing alongside its core communities, Blizzard could have avoided alienating the very fans who built its reputation.</p><h3><strong>2. Inclusive Design &amp; Culture</strong></h3><p>Great games are built by healthy teams. Blizzard&#8217;s internal scandals, from toxic workplace culture to mass layoffs delivered without empathy, did more than damage morale. They bled directly into the products. An inclusive, diverse culture isn&#8217;t corporate fluff; it&#8217;s a competitive edge. Different perspectives catch blind spots, anticipate audience reactions, and create richer worlds.</p><p>Empathy in execution matters too. Shutting down <em>Heroes of the Storm</em>&#8217;s esports scene with no warning didn&#8217;t just kill a game; it killed trust. Imagine instead a transparent transition, with advance notice and support for pros whose livelihoods depended on Blizzard.</p><p>HCD demands not just better products, but better processes, because in games, how you treat people is inseparable from how they experience your brand.</p><h3><strong>3. Proactive Innovation Guided by Users</strong></h3><p>Ironically, many of gaming&#8217;s most lucrative genres were born in Blizzard&#8217;s ecosystem. DotA (MOBAs), Auto Chess (auto-battlers), and even early MMO frameworks all originated with player creativity. Yet Blizzard let competitors like Riot and Valve claim those spaces.</p><p>A human-centered Blizzard would have leaned in: hiring modders, sponsoring community creators, or officially integrating these innovations before rivals did. Players often know what they want before companies do. HCD turns that insight into a strategy. Instead of reacting years later, Blizzard could have been the first mover again.</p><p>In short: grow with your community, not apart from it. Blizzard&#8217;s fall wasn&#8217;t inevitable. It was a choice. A thousand little choices that ignored the very people who made Blizzard great.</p><div><hr></div><h1>Final Thoughts</h1><p>Blizzard&#8217;s story is more than the saga of a gaming company, it&#8217;s a <strong>case study for growth strategists and product managers</strong>. It shows how a fanatic focus on delighting users can build empires, and how drifting from that focus can unravel them just as quickly.</p><p>The lessons aren&#8217;t complicated, but they&#8217;re easy to forget:</p><ul><li><p><strong>Never lose sight of your core fans.</strong> They&#8217;re not just customers; they&#8217;re your brand&#8217;s immune system.</p></li><li><p><strong>Innovate proactively, not reactively.</strong> Leading means creating the next genre, not chasing the one you accidentally birthed years ago.</p></li><li><p><strong>Treat player feedback as a design gift.</strong> It&#8217;s cheaper to listen early than to repair broken trust later.</p></li><li><p><strong>Build trust through empathy, culture, and communication.</strong> Toxic workplaces and tone-deaf PR don&#8217;t stay inside the building, they bleed into the product.</p></li></ul><p>Blizzard&#8217;s fall is proof that even titans topple when they drift away from human needs. And unlike in <em>Warcraft III</em>, there&#8217;s no cheat code. No <em>&#8220;AllYourBaseAreBelongToUs&#8221;</em> that can hack your way back to trust.</p><p>Because in gaming, as in life, the most powerful spell isn&#8217;t a fireball or a legendary loot drop. <strong>It&#8217;s trust.</strong></p><div><hr></div><div class="captioned-button-wrap" data-attrs="{&quot;url&quot;:&quot;https://blog.mervynchua.com/p/a-product-teardown-the-rise-and-fall?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Share&quot;}" data-component-name="CaptionedButtonToDOM"><div class="preamble"><p class="cta-caption">Thanks for reading! 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