GEO Citability & AI Crawler Auditor
Evaluates passage citability, audits 2026 AI search crawler access in robots.txt, and verifies Schema.org entity disambiguation for generative search engine extraction.
What This Metric Means for Your Site
AI search engines retrieve passages based on factual density, statistical proofs, and explicit crawler permissions. Blocking search crawlers or formatting answers into verbose paragraphs causes content to be omitted from synthesized AI answers.
How to Improve Your Score (Actionable Fixes)
- Explicitly allow 'OAI-SearchBot', 'Claude-SearchBot', and 'PerplexityBot' in robots.txt.
- Format key factual definitions into 134-167 word blocks in the opening 40 words of each section.
- Add authoritative 'sameAs' entity links in JSON-LD pointing to Wikidata and Wikipedia.
- Deploy a structured /llms.txt file at your domain root with markdown links to core factual claims.
How to Audit 50 Client Sites in 1 Week: The VitalsSniper PRO Method
Agencies waste 10+ hours every week manually running PageSpeed tests and copy-pasting generic PDF dumps. Here is the exact forensic workflow our agency partners use to inspect 50 prospect sites in 5 business days and close high-ticket retainers.
Schema Validator
Inspect Schema.org JSON-LD structured data and entity markup.
GEO Citability & AI Crawler Auditor Open Source Engine
View the headless CLI implementation and inspect the source code on GitHub.
VitalsSniper PRO In-Tab Forensics
Isolate exact DOM elements, generate white label PDF audit summaries, and export outreach lead lists in 50ms from any live Chromium tab.