Traditional SEO, Generative Engine Optimization (GEO — being found and cited inside AI answers), and the MarTech/attribution layer underneath owned websites — one framework, one glossary, one live checklist.
Generative Engine Optimization is the practice of structuring content so AI systems — ChatGPT, Perplexity, Google's AI Overviews — can accurately extract, cite, and recommend your brand inside a generated answer, not just rank a blue link. The consumer never clicks through to compare; the answer itself has to already contain your brand favorably.
| Dimension | Traditional SEO | GEO |
|---|---|---|
| Goal | Rank in top 10 results | Be cited/quoted in the generated answer |
| Unit of content | Keyword-optimized pages | Extractable facts, structured claims, clear attribution |
| Trust signal | Backlinks, domain authority | Citations, structured data, third-party corroboration (reviews, press) |
| Measurement | Rank tracking, CTR, sessions | Share of AI-answer mentions (still maturing as a discipline) |
Product schema, FAQ schema, and clear semantic structure (real headings, real answers) are what let a generative engine extract a fact confidently instead of skipping the page.
Generative engines weigh independent corroboration heavily — a well-structured review corpus (via platforms like Bazaarvoice) functions as GEO fuel, not just a CX metric.
Generative answers favor primary sources with specific, verifiable detail over thin marketing copy — this pushes content strategy toward genuine depth (ingredient science, real usage data) over keyword padding.
The measurement discipline is still maturing industry-wide; the honest approach is treating early GEO tracking the way paid search treated attribution in its first years — directional, testable, improving.
Search and content strategy sit on top of a measurement stack. Here's the core vocabulary, plain-English.
Check what's already true for a brand's owned website — the score updates live. Nothing is sent anywhere.
Structured content, corroboration, and depth
I'm not going to overstate it: GEO and deep MarTech infrastructure are newer territory for me than marketplace performance marketing. What I bring is 12 years of the underlying discipline — owning D2C websites end to end (Magento, CRM personalization, content roadmaps at Sleepwell and Sony), search and content strategy (SEO/SEM/ASO), and genuine hands-on fluency directing AI tools daily. This page is how I think through a problem I'm actively building deeper expertise in — not a claim of years of GEO-specific experience.
The launch funnel, the metrics cheat sheet, and the budget rhythm behind every campaign on this site — one free PDF, no signup.
Knowledge base, not live AI — instant answers