Bias is not what you think it is. When most people hear the phrase “AI bias,” their mind jumps to ethics, politics, or fairness. They think about whether systems lean left or right, whether certain groups are represented properly, or whether models reflect human prejudice. That conversation matters. But it is not the conversation reshaping…
How many times have you seen different SERP layouts and results across markets? No two people see the same search results, as per Google’s own documentation. No two users receive identical outputs from AI platforms either, even when using the same prompt. In a time of information overload, this raises an important question for global…
Boost your skills with Growth Memo’s weekly expert insights. Subscribe for free! Every year, after the winter holidays, I spend a few days ramping up by gathering the context from last year and reminding myself of where my clients are at. I want to use the opportunity to share my understanding of where we are…
Magento, now officially Adobe Commerce (but still known as Magento with SEOs), remains a powerful but demanding ecommerce platform, especially in the Magento 2 era. Adobe Commerce can deliver strong organic performance when built and optimized correctly, but it requires careful attention to technical SEO, site speed, and structured data. This guide outlines key Magento/Adobe…
Enterprise SEO is at the center of some fascinating and fundamental shifts right now. From mainstream media coverage in the Wall Street Journal and Forbes to the Associated Press, Business Insider, Entrepreneur, and more. The role of search and SEO and its impact on enterprise brands and their visibility in a new AI era made…
If you’ve been following this series of exploration of vectors and their application in SEO, we have covered the building blocks of the plugin I’m sharing with you: Understanding the basics. Solving content issues. Scaling up to handle massive amounts of data. Automating 301 redirects at scale. Running Python scripts in a terminal is powerful,…
Landing pages are a core part of the user journey, influencing ad performance, conversion rates, and how effectively you can test, personalize, and scale your marketing. Lead generation isn’t just about driving traffic; it’s about delivering seamless, trustworthy landing page experiences that convince visitors to take the next step. Even the best ad campaigns can…
Santa’s coming! The world waits with excitement and anticipation for the arrival of Santa Claus as he starts his world tour for 2025. Children (and adults) everywhere are eager to track the man in the red suit as he defies the speed limit to make his journey across the globe in just one night. To…
In this week’s PPC Pulse: updates include an inventory expansion for Apple Ads, and Google confirms that Exact match keywords are not eligible to serve for Ads in AI Overviews. Apple announced additional ad placements coming to App Store search results in early 2026. Google confirmed that exact match keywords cannot serve in AI Overviews,…
The search industry is entering a transition that many people still treat as a footnote. The systems consumers rely on are changing, and the way information is gathered, summarized, and delivered is changing with them. Yet the public messaging around what businesses should do sounds as familiar as ever. The narrative says the fundamentals are…