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

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

Eight quick yes / no / unknown questions

Does your homepage emit Organization JSON-LD?

Do you publish a public FAQ that answers buyer questions?

Do you have a public About / entity page that names what you do and who buys it?

Do you publish a pricing or packages page (not gated behind a call)?

Do you publish at least one comparison page (vs. category alternatives)?

Does your robots.txt allow GPTBot, OAI-SearchBot, ClaudeBot, PerplexityBot?

Do you publish proof (case studies, attributed testimonials, or real metrics) on your site?

Are your authority pages linked to each other from the home/about/services pages?

We will not promise rankings or AI placements. The diagnostic scores the inputs AI search and answer engines read about your brand. By submitting you agree to receive your trust report and follow-ups by email; you can opt out at any time.

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.

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