Guides
Playbooks for ChatGPT SEO, LLM SEO, structured data, FAQs, and citation strategy.
AI visibility research directory
Build a stronger entity profile, publish answer-ready content, compare tools, and find experts who can help your brand show up in AI recommendations.
Playbooks for ChatGPT SEO, LLM SEO, structured data, FAQs, and citation strategy.
A curated software shortlist for monitoring AI answers, researching questions, and improving technical readiness.
Agencies and consultants that help teams build answer-engine visibility programs.
Direct answer
AI-visible pages explain who an entity is, what problem it solves, when it is a good fit, and which evidence supports that claim. The best pages combine clean technical SEO, specific answer passages, schema that matches visible content, and trustworthy citations.
Featured research
Erlin AI
Industry benchmarks for prompt coverage and citation share across brands.
Official Google documentation on AI Overviews in search.
Google Search Central
Use this to validate schema choices before adding markup.
HubSpot
Free benchmark for your AI visibility readiness.
llmstxt.org
The official llms.txt specification for AI content discovery.
Previsible
Annual research on AI search growth and citation patterns.
Microsoft Bing
Bing guidelines — critical because ChatGPT Search uses Bing's index.
BrightEdge
Research on AI citation patterns and platform-specific behaviors.
OpenAI
Confirm AI crawler access and robots directives.
OpenAI
Complete OpenAI crawler user agent reference for robots.txt.
Perplexity AI
Official Perplexity publisher guidelines for content visibility.
Schema.org
Reference schema types before publishing JSON-LD.
Schema.org
Canonical schema.org vocabulary reference for structured data.