Developer Tools / AI Tooling

open-geo

open-geo is a GEO visibility tracker for AI answers. It runs queries in a logged-in browser, records whether a brand appears in sources, citations, or answer text, and outputs a FastAPI/React dashboard plus PDF reports.

Clear27/30
Useful27/30
Specific15/20
Complete16/20
open-geo screenshot

Why it was accepted

The page clearly describes a real AI-adjacent product with a specific use case: tracking how brands surface in AI-generated answers across multiple engines. The snapshot shows concrete features, setup flow, outputs, and implementation details, which makes it suitable for a public directory listing.

Weakness

The snapshot does not show live screenshots, a demo, pricing, or enough detail on supported engines and report examples to judge the finished user experience.

Review status

12 days ago #311 ↓ -3

Last evaluated 12 days ago. Current rank #311. Down 3 spots in the rankings.

Score history

85

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