Open-geo – Claude Code extension for auto GEO scoring
Browser-based GEO tracking when API-based scrapers miss rendered AI citations.

Brand Entity Kit fixes LLM hallucinations when Prolific and AirOps just track rankings.
Enterprise marketing teams, SEO agencies
Prolific · AirOps · Peeq
Browser-based GEO tracking when API-based scrapers miss rendered AI citations.
GEO advisory is a real problem, but 'Perception Control' is repackaged SEO consulting.
Browser-based GEO tracking beats API scraping for real AI answer visibility.
The Potatometer nails a fun, focused angle: deterministic SEO checks plus an explicit 'GEO / AI visibility' score and support for modern signals like llms.txt and schema detection. The site promises instant, prioritized fixes (code snippets and time estimates) and a playful 'Potato Scale' that actually helps frame results for non-SEO folks. That said, the real value will hinge on how accurately its checks map to actual LLM citation behavior — the landing page shows confidence but stops short of proof or case studies.
First GEO linter catches what AI agents actually cite. 92 automated rules for ChatGPT, Perplexity, Gemini.
Yet another AI SEO tracker when BrightEdge, MarketMuse, and others already do this.