AI search tool
AI Citation Readiness Report
Generate a score and concrete recommendations across robots.txt, llms.txt, metadata, schema, canonicals, and extractable page content.
What This Checks
This page supports focused AI search operations while keeping claims precise. The checks look for crawlable public resources, extractable metadata, clean JSON-LD, and clear policy signals. They do not guarantee LLM inclusion, ranking, or citation.
Recommended Workflow
- Run the domain report from the homepage tool.
- Review robots.txt decisions for AI-related crawlers and search crawlers.
- Validate /llms.txt if you publish one as an emerging discovery convention.
- Fix homepage metadata, canonical tags, JSON-LD errors, and thin crawlable content.
FAQ
What does the score measure?
It measures practical readiness signals that make a public site easier for AI search and answer systems to crawl, parse, and cite.
Is the score a ranking prediction?
No. It is an operational checklist, not a prediction of rankings, citations, or model visibility.