Safety linter blocks thin-content publishing before Google penalizes you.
SEO specialists, content marketers, small business owners
SurferSEO · Clearscope · Frase
First GEO linter (92 rules for AI search engines), deterministic analysis, agent auto-fix loop with zero hallucination.
First GEO linter catches what AI agents actually cite. 92 automated rules for ChatGPT, Perplexity, Gemini.
Another SEO toolbar wrapping proprietary API, competing directly with Ahrefs and Moz.
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.
Yet another AI content tool, but the GEO citation tracker is a differentiator.
MCP server integration brings SEO auditing to AI agents for the first time.
