AI search optimization analysis with actionable findings and gap analysis
Content analysis for AI search visibility. Measures what actually matters for getting cited by ChatGPT, Claude, Perplexity, and Google AI Overviews. Quick Navigation What it does | Installation | Usage examples | Output | Tools | Troubleshooting | Research foundation GEO Analyzer examines content for the signals AI systems use when selecting sources to cite: Claim Density - Extractable facts per…
Verification confirms publisher identity (repo ownership), not code safety. The security scan covers known CVEs and suspicious install scripts — it cannot prove the absence of malicious code.
Content analysis for AI search visibility. Measures what actually matters for getting cited by ChatGPT, Claude, Perplexity, and Google AI Overviews. Quick Navigation What it does | Installation | Usage examples | Output | Tools | Troubleshooting | Research foundation GEO Analyzer examines content for the signals AI systems use when selecting sources to cite: Claim Density - Extractable facts per 100 words Information Density - Word count vs predicted AI coverage Answer Frontloading - How…