com.frontstat/visibilityai

visibility

Synced · awaiting check

See whether ChatGPT, Claude and Gemini recommend a startup's product, and who they name instead.

Install

claude mcp add --transport http visibility https://frontstat.com/api/mcp

Requires: Authorization

Our take

Frontstat Visibility checks whether major AI assistants recommend a startup's product and which competitors they mention instead. It is for founders, growth teams, and marketers tracking AI-search or assistant visibility. The use case is timely, but results may be volatile across prompts, models, and dates, and the remote-only listing has no public maintenance signals.

reviewed by hand · 2026-10-02

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Verification record

last verified: today
in registry since: 2026-10-01

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