GEO ranking factors
15 factors that determine whether AI engines cite your brand.
AI engines don't pick citations randomly. Each weights specific signals — entity strength, schema, freshness, third-party mentions, passage extractability, more. This directory deep-dives every major factor.
High importance
- Entity Strength — How well a brand exists as a recognized entity across structured public sources like Wikipedia, Wikidata, Crunchbase, GitHub, and authority graphs.
- Answer-Ready Content Structure — Content structured so that individual passages can be lifted intact and used as standalone answers by AI engines.
- Third-Party Signals — Brand mentions, reviews, listicles, and citations on websites the brand does not control — Reddit, podcasts, YouTube, listicle pages, news, and community sites.
- Schema Markup — Structured data (JSON-LD) embedded in web pages that explicitly declares content type, authorship, dates, and entity relationships.
- Freshness Signals — Indicators that content is current — recent dates, updated pricing, current competitor names, recent statistics.
- Explicit AI Crawler Allow in robots.txt — Explicitly allowing major AI crawlers (GPTBot, ClaudeBot, PerplexityBot, Google-Extended, etc.
- Topical Authority — The depth and breadth of content a site has on a specific subject area, plus the interlinking that signals comprehensive coverage.
- Passage Extractability — How easily an AI engine can lift a single passage from a page and use it as a standalone answer.
- FAQPage Schema — A specific Schema.
Medium importance
- llms.txt and llms-full.txt Presence — Plain-text files at the site root that tell AI engines what the site is about, where to find canonical content, and provide a direct content corpus.
- Domain Authority — The general trust and reputation of a domain, derived from backlinks, age, content quality, and consistent presence.
- Internal Linking Density — How densely pages link to each other within the site.
- Author Authority — Demonstrated expertise of the author byline on a page.
- Page Speed and Core Web Vitals — How fast pages load and how stable their layout is.
- Content Comprehensiveness — How thoroughly a page covers its topic.