Open-source GEO auditor (no signup)
Yet another SEO auditor, but this one checks if LLMs can cite your site.

GEO auditing is timely but SEO audit tools already dominate this space.
SEO professionals and small business owners
Ahrefs · SEMrush · Frase
There is currently no tool that really does a GEO audit (afaik). I feel like I really have something a bit special that fills a need.
It's not "everything", but it's an huge timesaver for a good 20+ factors and it will always be free to scan a single page. For someone who doesn't know how to or doesn't want to look at code or crawl, it can really save time.
For quality control purposes there is a 24 hour turnaround on processing, so thank you for your patience and trust.
For reference, I'm an unemployed in SEO, marketing, and content. I thought of the idea from trying to do my own site audits to learn.
Yet another SEO auditor, but this one checks if LLMs can cite your site.
Yet another Lighthouse wrapper with a nice UI but no new data sources.
Yet another AI SEO tracker when BrightEdge, MarketMuse, and others already do this.
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.
Quantifies AI design homogeneity with 16 deterministic DOM rules anyone can run locally.
Free SEO audit wrapper when Ahrefs and SEMrush already dominate this space.