Guides
Playbooks for ChatGPT SEO, LLM SEO, structured data, FAQs, and citation strategy.
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Browse guides AI visibility research directory
Get found on ChatGPT with pages AI systems can understand.
Build a stronger entity profile, publish answer-ready content, compare tools, and find experts who can help your brand show up in AI recommendations.
Visibility workflow
- 1 Clarify your entity facts
- 2 Publish answer-first pages
- 3 Earn and document citations
- 4 Track AI answer coverage
Tools
A curated software shortlist for monitoring AI answers, researching questions, and improving technical readiness.
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Explore tools Vendors
Agencies and consultants that help teams build answer-engine visibility programs.
agenciesconsultants
Find vendors Industries
Detailed AI visibility playbooks by industry, with priority work, proof, and cross-linked tools and vendors.
playbooksindustries
Browse industries ChatGPT Tracking Tool Guide
Compare the best ChatGPT tracking tools for monitoring brand mentions and AI visibility.
trackingmonitoring
Compare tracking tools Get Found by AI
How to make your brand visible in AI search engines like ChatGPT, Perplexity, and Google AI Overviews.
guideai visibility
Read the guide Direct answer
What makes a page AI-visible?
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
Start with these assets
HubSpot
HubSpot AEO Grader
Free benchmark for your AI visibility readiness.
toolauditbenchmarkfree
Open resource Google AI Overviews Documentation
Official Google documentation on AI Overviews in search.
googleai-overviewsdocumentationsearch
Open resource Perplexity AI
Perplexity AI Publisher Program
Official Perplexity publisher guidelines for content visibility.
perplexitypublishersdocumentation
Open resource OpenAI
OpenAI Crawlers and Bots Reference
Complete OpenAI crawler user agent reference for robots.txt.
openaicrawlersrobotstechnical
Open resource llmstxt.org
llms.txt Standard Specification
The official llms.txt specification for AI content discovery.
llms-txtstandardtechnicalai-crawlers
Open resource Microsoft Bing
Bing Webmaster Guidelines
Bing guidelines — critical because ChatGPT Search uses Bing's index.
bingwebmasterindexchatgpt-search
Open resource Previsible
Previsible AI Search Trends Report 2026
Annual research on AI search growth and citation patterns.
researchtrendsreportdata
Open resource BrightEdge
BrightEdge AI Citation Research
Research on AI citation patterns and platform-specific behaviors.
researchcitationsbenchmarksplatforms
Open resource Schema.org
Schema.org Full Vocabulary Reference
Canonical schema.org vocabulary reference for structured data.
schemastructured-datareferencejson-ld
Open resource Erlin AI
Erlin AI Visibility Benchmarks 2026
Industry benchmarks for prompt coverage and citation share across brands.
benchmarksresearchcoveragedata
Open resource Google Search Central
Google Search Central: Structured Data
Use this to validate schema choices before adding markup.
schematechnical-seodocumentation
Open resource Schema.org
Schema.org Vocabulary
Reference schema types before publishing JSON-LD.
schemaentitiesjson-ld
Open resource OpenAI
OpenAI Crawlers Documentation
Confirm AI crawler access and robots directives.
robotscrawlersllms
Open resource