AI search ranking factors

Lead every page with the direct answer in the first 1-2 sentences. AI assistants extract from the top of the content, not the conclusion.

Content with named statistics, dates, sources, and quotable claims is cited by AI dramatically more often than vague, claim-light content. Citation-ready content carries verifiable specifics.

Content with high information density — many distinct, citable facts per paragraph — is cited dramatically more than fluffy or padded content. AI rewards substance per token.

AI assistants prefer freshly-updated, recently-dated content — especially for time-sensitive topics. Stale content gets bypassed even when it's higher quality.

AI assistants heavily favor pages that comprehensively cover a topic over pages that touch the topic shallowly. Depth, scope, and topical completeness drive citation share.

Comprehensive JSON-LD schema markup is the strongest technical signal for AI citation. FAQPage, Article, Organization, Product, and HowTo are the highest-leverage types.

An llms.txt file at the root of your domain provides AI crawlers with a clean, structured map of your highest-value content — directly increasing citation likelihood.

If you're blocking AI crawlers in your robots.txt — even accidentally — you're invisible to that platform. Crawler access is the foundation under every other GEO factor.

Strong, consistent, semantically-meaningful internal linking signals topical relationships and content depth to AI crawlers — directly impacting how AI evaluates topical authority.

Each AI platform — ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews — weights ranking factors differently. Programs that ignore platform-specific tactics cap their citation share.

Brands with comprehensive coverage of a topic — across many connected pages — are cited dramatically more than brands with thin or scattered coverage. AI rewards depth over breadth.

Brand mentions on authoritative third-party sites are the strongest authority signal AI uses to decide whose recommendation to trust. Earned third-party citation share beats almost every owned-content signal.

Comprehensive Author Person schema, expert credentials, and named-author bylines on every editorial page. AI heavily favors content with verifiable expert authorship over anonymous content.

The total volume of times your brand is mentioned across the web — in articles, podcasts, listicles, reviews, and discussions — directly correlates with AI citation rates.

AI platforms reason about brands as entities — interconnected nodes with attributes, relationships, and consistent identities. Brands with weak entity graphs are filtered out before content quality even matters.