The reputation scan that checks what AI gets wrong

Field notes

The homepage separates the company website from the information supplied to the models, then compares model recall with a public entity record and the site’s machine-readable identity. Its example records response times from 1.2 to 4.8 seconds and shows how a public record for a different business can produce a plausible but incorrect answer. The displayed workflow is a demonstration using an invented company, not evidence of a real-company result.