Erlin AI
Erlin AI Visibility Benchmarks 2026
Industry benchmarks for prompt coverage and citation share across brands.
Resource library
A focused library of documentation and research that helps teams validate schema, crawler access, content strategy, and measurement choices.
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.