AI Buyer Trust Test · Free diagnostic
Score how easy your company is for AI search engines to understand and cite.
A short, answer-based diagnostic that returns a trust score, the top gaps, and a recommended next step. We do not promise rankings or AI placements — we score the inputs those systems use.
Free · Free
What you get
- Answer-based diagnostic submission
- Trust score (cold / warm / hot)
- Top gaps and weighted severity
- Recommended next step (specific package)
- Optional snapshot review request
How the score works
The diagnostic is answer-based — you tell us what's present on your public surface today and we score the inputs AI search and answer engines read about your brand. The output is a trust tier (cold / warm / hot), the heaviest weighted gaps, and a single recommended next step. We will not promise rankings or AI placements; we improve the inputs those systems use.
Take the test
What we won't promise
We will not promise that ChatGPT, Google AI Overviews, Bing Copilot, Perplexity, or any other system will rank, cite, or recommend you. Those systems make their own decisions and change frequently. What we will do is score and document the inputs those systems use so you can improve them deliberately.
Frequently asked questions
Is this really free?
Yes. The diagnostic is free. You submit answers, we email you a trust score, the top gaps, and the recommended next step. There is no follow-up call requirement and no buy-now upsell during the diagnostic itself.
Will the diagnostic guarantee that ChatGPT, Google AI Overviews, Bing Copilot, or Perplexity recommend my company?
No. The diagnostic scores how easy your company is for AI search engines and answer engines to understand and cite. We do not promise rankings or AI placements; we score and improve the inputs those systems read.
What does the score actually represent?
A weighted view of: machine readability, structured data presence, FAQ / proof / comparison surface, crawler access, and answer-engine eligibility. Reported as cold / warm / hot with the heaviest gaps surfaced first.
What happens after I submit?
You receive an emailed report. From there, the next step is usually the Authority Snapshot ($495, hand-reviewed audit) or, for companies with a clear scope, the AI Search Authority Sprint (from $4,500). You decide; we don't auto-charge anything.