AI visibility for ChatGPT/Perplexity/Claude — triple score (AEO+GEO+Agent) with fix code. Free.
AI search visibility audit for any website. Three scores, one scan. AEO Score (0-100): How well AI search engines (ChatGPT, Perplexity, Google AI Overviews) can find, read, and cite your content GEO Score (0-100): How likely AI is to cite your site as a source — citation readiness for AI-generated answers Agent Readiness (0-100): How easily AI agents can understand, interact with, and transact on…
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Verification confirms publisher identity (repo ownership), not code safety. The security scan covers known CVEs and suspicious install scripts.
Read out of the source npm actually ships, at scan time. The package was never executed. Tools registered dynamically at runtime, or hidden inside bundled or minified code, can be missed — so this is a floor on the tool surface, not a complete census of it.
scan_siteNo description publishedThis tool published no description. Forge does not invent one.
audit_siteNo description publishedThis tool published no description. Forge does not invent one.
fix_siteNo description publishedThis tool published no description. Forge does not invent one.
compare_sitesNo description publishedThis tool published no description. Forge does not invent one.
0 of 4 tools published a description.
Tool names and descriptions are written by the publisher and shown verbatim as inert text. They are the strings an MCP client passes to a model, so Forge scans them for prompt-injection patterns — any finding appears with the security scan above. “Privileged” is a keyword match on the tool name, not an audit of what the tool does: a benign-sounding name can still do anything.
AI search visibility audit for any website. Three scores, one scan. AEO Score (0-100): How well AI search engines (ChatGPT, Perplexity, Google AI Overviews) can find, read, and cite your content GEO Score (0-100): How likely AI is to cite your site as a source — citation readiness for AI-generated answers Agent Readiness (0-100): How easily AI agents can understand, interact with, and transact on your site Mention Readiness (0-100): Predicts how likely AI will mention your brand, based on 12…
Linked names open Forge’s index of every entry observed exposing that tool. Browse all indexed tools.
Forge's dependency resolver reads npm metadata only, so this PyPI package has no resolved tree. That is a gap in coverage, not a clean bill of health.