AI search does not make ordinary SEO vanish. It makes unclear pages easier to ignore. The page still needs crawlable HTML, a precise title, useful sections, product facts, source notes, and internal links.
AI search SEO checklist
AI Search SEO Checklist For Small Product Sites
A crawlable, source-backed checklist for product pages that need to be useful to humans, Google Search, and AI search features.
Search intent: How-to and commercial investigation. This note routes the reader toward a paid field file only after the practical answer is visible.
Field note
What to do with this search intent
Start with one canonical product URL. Put the product name, buyer job, included files, price state, delivery path, and support path in visible HTML. Add a source-backed article cluster only when each article answers a real question.
Counterexample: do not build ten pages for ten keyword variants if the pages repeat the same advice. One stronger field file with examples, screenshots, and a linked product can carry more trust than a keyword swarm.
Source trail
Sources used for this note
- Google Search Central AI optimization guide - Generative AI search still relies on core SEO and useful content.
- web.dev agent-friendly websites - HTML, accessibility, and DOM patterns that help agents understand websites.