Source: https://www.aivisibilityfactors.com/

# What factors influence my visibility in AI?

AI Visibility Factors is an open, evidence-based catalog of factors that may influence how websites and content are discovered, accessed, understood, retrieved, mentioned, cited, or recommended by AI systems.

## Explore the factors

| Factor | Impact | Category | Proof | Consensus |
| --- | --- | --- | --- | --- |
| [AI crawler directives in robots.txt](https://www.aivisibilityfactors.com/en/factors/ai-crawler-directives-in-robots-txt/) | High | Technical | High | Strong |
| [AI crawler network accessibility](https://www.aivisibilityfactors.com/en/factors/ai-crawler-network-accessibility/) | High | Technical | High | Strong |
| [Content completeness and depth](https://www.aivisibilityfactors.com/en/factors/content-completeness-and-depth/) | High | Content | Medium | Strong |
| [Factual accuracy](https://www.aivisibilityfactors.com/en/factors/factual-accuracy/) | High | Content | Medium | Strong |
| [Indexability directives](https://www.aivisibilityfactors.com/en/factors/indexability-directives/) | High | Technical | High | Strong |
| [Internal linking and site architecture](https://www.aivisibilityfactors.com/en/factors/internal-linking-and-site-architecture/) | High | Technical | Medium | Strong |
| [Mobile usability](https://www.aivisibilityfactors.com/en/factors/mobile-usability/) | High | Technical | High | Mixed |
| [Original / non-commodity content](https://www.aivisibilityfactors.com/en/factors/original-non-commodity-content/) | High | Content | Medium | Strong |
| [Product / service information completeness](https://www.aivisibilityfactors.com/en/factors/product-service-information-completeness/) | High | Content | Medium | Strong |
| [Public content accessibility](https://www.aivisibilityfactors.com/en/factors/public-content-accessibility/) | High | Technical | High | Strong |
| [Query relevance and intent alignment](https://www.aivisibilityfactors.com/en/factors/query-relevance-and-intent-alignment/) | High | Content | Medium | Strong |
| [Renderable text content](https://www.aivisibilityfactors.com/en/factors/renderable-text-content/) | High | Technical | Medium | Mixed |
| [robots.txt](https://www.aivisibilityfactors.com/en/factors/robots-txt/) | High | Technical | High | Strong |
| [Snippet and content reuse controls](https://www.aivisibilityfactors.com/en/factors/snippet-and-content-reuse-controls/) | High | Technical | High | Strong |
| [Technical reliability and HTTP health](https://www.aivisibilityfactors.com/en/factors/technical-reliability-and-http-health/) | High | Technical | High | Strong |
| [Backlinks](https://www.aivisibilityfactors.com/en/factors/backlinks/) | Medium | Authority & External Signals | Medium | Strong |
| [Canonicalization and duplicate control](https://www.aivisibilityfactors.com/en/factors/canonicalization-and-duplicate-control/) | Medium | Technical | Medium | Strong |
| [Case studies](https://www.aivisibilityfactors.com/en/factors/case-studies/) | Medium | Content | Low | Mixed |
| [Comparison content](https://www.aivisibilityfactors.com/en/factors/comparison-content/) | Medium | Content | Medium | Mixed |
| [Content consistency](https://www.aivisibilityfactors.com/en/factors/content-consistency/) | Medium | Content | Medium | Mixed |
| [Crawl depth / key-page accessibility](https://www.aivisibilityfactors.com/en/factors/crawl-depth-and-key-page-accessibility/) | Medium | Technical | Medium | Mixed |
| [Direct answer quality](https://www.aivisibilityfactors.com/en/factors/direct-answer-quality/) | Medium | Content | Medium | Strong |
| [Entity and terminology clarity](https://www.aivisibilityfactors.com/en/factors/entity-and-terminology-clarity/) | Medium | Content | Medium | Strong |
| [FAQ / question-answer structure](https://www.aivisibilityfactors.com/en/factors/faq-question-answer-structure/) | Medium | Content | Low | Mixed |
| [First-hand experience](https://www.aivisibilityfactors.com/en/factors/first-hand-experience/) | Medium | Content | Medium | Strong |
| [Forum and community presence](https://www.aivisibilityfactors.com/en/factors/forum-and-community-presence/) | Medium | Authority & External Signals | Low | Mixed |
| [Freshness and date transparency](https://www.aivisibilityfactors.com/en/factors/freshness-and-date-transparency/) | Medium | Content | Medium | Strong |
| [Heading structure](https://www.aivisibilityfactors.com/en/factors/heading-structure/) | Medium | Content | Medium | Mixed |
| [IndexNow](https://www.aivisibilityfactors.com/en/factors/indexnow/) | Medium | Technical | Medium | Mixed |
| [Industry directories and business listings](https://www.aivisibilityfactors.com/en/factors/industry-directories-and-business-listings/) | Medium | Authority & External Signals | Medium | Mixed |
| [Lists and tables](https://www.aivisibilityfactors.com/en/factors/lists-and-tables/) | Medium | Content | Low | Mixed |
| [Machine-readable data formatting](https://www.aivisibilityfactors.com/en/factors/machine-readable-data-formatting/) | Medium | Technical | Medium | Mixed |
| [Multimedia text equivalents](https://www.aivisibilityfactors.com/en/factors/multimedia-text-equivalents/) | Medium | Content | Medium | Strong |
| [Original data and quantitative evidence](https://www.aivisibilityfactors.com/en/factors/original-data-and-quantitative-evidence/) | Medium | Content | Medium | Mixed |
| [Page speed and Core Web Vitals](https://www.aivisibilityfactors.com/en/factors/page-speed-and-core-web-vitals/) | Medium | Technical | Medium | Mixed |
| [Page title and meta description](https://www.aivisibilityfactors.com/en/factors/page-title-and-meta-description/) | Medium | Technical | Medium | Strong |
| [Passage clarity and extractability](https://www.aivisibilityfactors.com/en/factors/passage-clarity-and-extractability/) | Medium | Content | Medium | Mixed |
| [PR and editorial coverage](https://www.aivisibilityfactors.com/en/factors/pr-and-editorial-coverage/) | Medium | Authority & External Signals | Low | Mixed |
| [Publisher and author transparency / expertise](https://www.aivisibilityfactors.com/en/factors/publisher-and-author-transparency-expertise/) | Medium | Authority & External Signals | Medium | Strong |
| [Semantic HTML](https://www.aivisibilityfactors.com/en/factors/semantic-html/) | Medium | Technical | Medium | Strong |
| [Source citations](https://www.aivisibilityfactors.com/en/factors/source-citations/) | Medium | Content | Low | Strong |
| [Structured data](https://www.aivisibilityfactors.com/en/factors/structured-data/) | Medium | Technical | Medium | Strong |
| [Structured data accuracy and consistency](https://www.aivisibilityfactors.com/en/factors/structured-data-accuracy-and-consistency/) | Medium | Technical | Medium | Strong |
| [Third-party brand mentions](https://www.aivisibilityfactors.com/en/factors/third-party-brand-mentions/) | Medium | Authority & External Signals | Low | Mixed |
| [Third-party reviews and reputation platforms](https://www.aivisibilityfactors.com/en/factors/third-party-reviews-and-reputation-platforms/) | Medium | Authority & External Signals | Medium | Mixed |
| [Use-case content](https://www.aivisibilityfactors.com/en/factors/use-case-content/) | Medium | Content | Medium | Mixed |
| [XML sitemap quality](https://www.aivisibilityfactors.com/en/factors/xml-sitemap-quality/) | Medium | Technical | Medium | Strong |
| [YouTube content and transcripts](https://www.aivisibilityfactors.com/en/factors/youtube-content-and-transcripts/) | Medium | Authority & External Signals | Medium | Strong |
| [Descriptive URL slugs](https://www.aivisibilityfactors.com/en/factors/descriptive-url-slugs/) | Low | Technical | Medium | Mixed |
| [External expert contributions and appearances](https://www.aivisibilityfactors.com/en/factors/external-expert-contributions-and-appearances/) | Low | Authority & External Signals | Low | Mixed |
| [HTTPS](https://www.aivisibilityfactors.com/en/factors/https/) | Low | Technical | Low | Mixed |
| [Industry analyst mentions](https://www.aivisibilityfactors.com/en/factors/industry-analyst-mentions/) | Low | Authority & External Signals | Low | Mixed |
| [LinkedIn company presence and content](https://www.aivisibilityfactors.com/en/factors/linkedin-company-presence-and-content/) | Low | Authority & External Signals | Low | Mixed |
| [llms.txt](https://www.aivisibilityfactors.com/en/factors/llms-txt/) | Low | Technical | Low | Mixed |
| [Major social media presence and activity](https://www.aivisibilityfactors.com/en/factors/major-social-media-presence-and-activity/) | Low | Authority & External Signals | Low | Mixed |
| [Markdown for Agents / \`Accept: text/markdown\`](https://www.aivisibilityfactors.com/en/factors/markdown-for-agents-accept-text-markdown/) | Low | Technical | Low | Mixed |
| [Open Graph metadata](https://www.aivisibilityfactors.com/en/factors/open-graph-metadata/) | Low | Technical | Low | Mixed |
| [Testimonials and customer evidence](https://www.aivisibilityfactors.com/en/factors/testimonials-and-customer-evidence/) | Low | Content | Low | Mixed |
| [Wikipedia / Wikidata presence](https://www.aivisibilityfactors.com/en/factors/wikipedia-wikidata-presence/) | Low | Authority & External Signals | Low | Mixed |
| [Content Signals (\`search\`, \`ai-input\`, \`ai-train\`)](https://www.aivisibilityfactors.com/en/factors/content-signals-search-ai-input-ai-train/) | Unknown | Technical | Low | Mixed |