Are you the business AI recommends in your town?
Buyers ask AI assistants who to hire. We ask those same questions for your category and city, record every answer, and show you the pattern with dates.
What you get back
Buyer questions
Questions a local customer would type, like who to call for a repair or who is best near them, built from your category, city and services.
Named Rate (sampled)
The share of successful answers that recommend your business. Recommendations are counted, not loose mentions.
Competitors
Who got named in the answers, and how often, so you can see who is winning the recommendation.
Wrong facts
Where AI got something wrong, shown side by side with the source you confirmed.
AI said X; you told us Y
Illustrative comparison, not a live AI answer:
AI said your shop closes at 5 pm on weekdays.
You told us you are open until 8 pm. Owner-confirmed source.
Every wrong fact uses this format. We only flag a fact as wrong when you have confirmed the correct one, so the comparison is always against your own word.
Straight answers.
What is an AI visibility check?
NeedleFoundAI asks buyer-style questions about your category, town and services, then records which businesses AI assistants recommend. Your report shows the pattern, competitors named instead, dated evidence and a plain-English fix list.
What does Named Rate (sampled) mean?
It is the percentage of completed, sampled answers that recommend your business. The report includes the number of answers, sampling dates and systems actually checked. A passing mention does not count as a recommendation.
Is the Full Report a subscription?
No. The Snapshot is free and the Full Report is a one-time purchase for each fresh check. You can re-check when you want another dated sample to compare.
Do you need my website or Google passwords?
No. Readiness checks use public information and facts you confirm. NeedleFoundAI does not ask for third-party passwords. Your customer reports stay private to you.
Which AI systems do you check?
NeedleFoundAI supports official APIs for ChatGPT, Claude, Gemini and Perplexity. Every result identifies the systems actually sampled. Gemini API answers are not Google AI Overview results.