Every word wrong. A buyer asking which brokerage to use was told this business drives children to school. The same answer went on to describe real-time bus tracking and route optimization.
Monitoring tools count mentions. Eidomai reads them. When an engine says you do not take new patients, or lists a service you stopped offering in 2023, that answer costs you a customer who never calls to check.
Furnaces, not hospice. Google answered a branded question about a hospice provider with a different company’s business. Someone searching for end of life care was shown a home services company.
Every month we ask each engine about you by name and check every fact it states against what you told us is true. Not whether the answer sounded friendly. Whether it was true. A person at Eidomai reads every one.
Not scored for mood. Read. Each factual statement about you becomes a claim: a service, a location, a name, an insurance panel, a price, an hour. The fact sheet is yours and you confirmed it. Nothing is judged from memory, and nothing you do not publish yourself is ever published by us.
All 48 got a documented fix plan.
Behind many wrong claims is a page the engine read: a stale directory, an old press mention, a page on your own site that was true in 2021. When the engine cites that page, we send the correction there. When it cites nothing, we say the source is unknown and start with your own site. Then we ask the engine again next month.
Sample data. Northshore Physical Therapy is fictional. This is what the Accuracy tab on your screen shows for your business.
A sample from the fictional Northshore Physical Therapy set. Two claims wrong in one answer, both sourced to a 2022 directory listing, both fixable at the source. This is what the Accuracy tab on your portal shows for your business.
Sample data
Not scored for mood. Read. Each factual statement about you becomes a claim: a service, a location, a name, an insurance panel, a price, an hour.
The fact sheet is yours and you confirmed it. Correct, incorrect, or unverifiable. Nothing is judged from memory, and nothing you do not publish yourself is ever published by us.
Engines cite what they read. A wrong claim almost always has a page behind it: a stale directory, an old press mention, a page on your own site that was true in 2021.
A correction asset is drafted for that source, the update is requested, and the claim is re-measured after the next index. The ledger records whether it moved.
29 real wrong answers from the July 2026 audits, anonymized and quoted word for word, with what is actually true beside each one. Free, no signup, nothing held back.
Every word wrong. A buyer asking which brokerage to use was told this business drives children to school. The same answer went on to describe real-time bus tracking and route optimization.
Not a school in sight. It is a locally owned childcare provider. Parents looking for daycare were pointed at a donation page instead of a tour.
A monthly audit of the factual claims the AI engines make about your business in the answers we sample (your question panel, eight engines, asked by name): services, locations, staff, insurance, hours, prices. Each claim is judged against a fact sheet you confirmed, and every wrong claim gets a correction plan tied to the source the engine cited.
Sentiment tells you whether an answer sounded friendly. Accuracy tells you whether it was true. An engine can warmly and confidently tell a patient you do not take Medicare when you do. That scores as positive sentiment and costs you a patient.
You cannot edit an engine. You can change what it reads. We trace the wrong claim to the page the engine cited, draft the correction for that source (your own site, your Google Business Profile, a directory, an association page), request the update, and re-measure after the next index.
Monthly in the audit, with a weekly watchdog on Done for you that catches new claims between audits.
Yes. Every entry is a real "incorrect" verdict from the July 2026 audits, quoted word for word with names removed. 398 claims were checked and 48 came back wrong.
Free check on ChatGPT and Claude. Confirm your email, get a link to your results; no call required. Want the full eight-engine walkthrough? Book a demo and it is ready before the call. On Done for you a person reads every claim in the sampled answers against your facts.
It starts with an eye. It ends with AI. Eidomai, by Nimbletoad.