AI Search Optimization: What Actually Changes for Content Teams
Generative answer engines do not replace SEO — but they change which pages get cited, summarized, and surfaced in AI overviews. Here is what to adjust.
Topic
How generative answer engines source, cite, and surface content — and what content teams should do about it.
AI Search coverage explains how answer engines discover, summarize, and cite web content, with practical guidance for teams adapting SEO to generated answers.
Pillar guides
A practical guide to being discoverable, understandable, and citeable in AI-powered search experiences.
Read guide →How to help legitimate AI crawlers access the pages you want discovered while controlling the pages you do not.
Read guide →How to track Googlebot, Bingbot, and AI crawler behavior with logs, CDN data, and practical SEO diagnostics.
Read guide →What llms.txt is, what it can and cannot do, and how to create a useful example file without treating it as magic SEO.
Read guide →How to use robots.txt intentionally for search bots, AI crawlers, public content, and sensitive paths.
Read guide →A combined audit framework for classic search rankings and AI answer engine visibility.
Read guide →Articles
Generative answer engines do not replace SEO — but they change which pages get cited, summarized, and surfaced in AI overviews. Here is what to adjust.
Suggested reading
A practical way to decide whether a page provides enough distinct value to belong in a search index, and what to do when it does not.
A focused, opinionated SEO and traffic audit checklist designed for teams without a dedicated SEO. Run it quarterly and you will catch most real issues.
Internal linking advice has been distorted by years of SEO-first thinking. The reader-first version is simpler, more honest, and works better.
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