I am not an engineer, which explains why this tool exists. My first Faro Index scan returned a dismal 43 percent accuracy; AI confused us with a 3D measurement firm. The problem is clear: AI confidently feeds buyers false claims, and visibility does not guarantee accuracy. Using Claude Code and Cursor, I built a platform to score AI visibility, factual truth, and GEO readiness. Benchmarking 244 companies proved name ambiguity drives errors. I am happy to discuss the methodology or build.
