Chad Jenkins - Unscripted Small Business
His core framework 👇
• One entity per page — tight, distinct topics, no “query drift” (a page trying to rank for outlier topics that deserve their own page)
• Connect your page to the known graph through schema + Wikipedia
• Build a MEANING layer — associations, connections, disambiguation — not just “what the page is about”
And here’s why hallucinations happen: LLMs make stuff up when YOU left the gaps. If your site doesn’t fully explain who you are, the machine fills the blanks for you — and you won’t like the answer.
On schema? Still worth it. Low lift, most tools auto-add it, and Google still leans on it for ontology categorization. If it helps Google, it helps the LLM layer sitting on top of Google. Why wouldn’t you? 🤷
In my journey optimizing for SEO and user experience, I’ve found that focusing on a tightly defined topic per page can significantly enhance search engine understanding and user engagement. Chad Jenkins' emphasis on avoiding 'query drift' aligns with this—each page should serve a singular, clear purpose that addresses a specific user intent without trying to cover too many tangential topics. Additionally, integrating schema markup and linking to authoritative sources like Wikipedia can act as trusted signals for search engines. From my experience, the use of schema not only helps define the content but also improves how Google interprets the site's ontology, leading to better categorization and potentially richer search results. An intriguing point Chad brings up is the building of a "MEANING layer"—creating associations, connections, and disambiguation rather than merely stating what the page is about. This strategy helps reduce AI content hallucinations, a growing concern with large language models filling informational gaps improperly. Ensuring your site clearly and comprehensively explains who you are and what you offer leaves less room for misinterpretation by AI tools that Google might rely on to enhance search results. From practical implementation, I’ve noticed that even though schema markup may seem low effort or automated by some CMS tools, it’s a worthwhile practice to ensure accuracy and completeness. It’s a defensive SEO tactic that supports machine learning systems layered on top of traditional Google search algorithms. Lastly, reflecting on the image text about entrepreneurship, it resonates with the idea that many SEO concepts—just like entrepreneurship—are often misunderstood. By defining your content and your brand distinctly and connecting them through structured data, you can better communicate your unique value proposition to both users and search engines.