Who does AI recommend instead of your business?

We don’t give you a black-box score. We show you, under controlled conditions, who AI recommends, who appears instead of you, how recommendations change by customer intent and AI provider, and what the evidence suggests you should investigate next.

Sample observation from controlled research

In one controlled observation, ChatGPT returned names including State Farm, Farmers, Allstate, and Liberty Mutual. The observed local business did not appear among the recommendation results.

Example from controlled research — not a prediction, not a claim that AI always does this, and not evidence of causation.

AI Recommendation Diagnostic & Action Brief — $250 Founder Diagnostic + Action Brief

A controlled investigation into which businesses AI recommendation systems name in customer-intent queries for your market — and how those recommendations differ by provider and intent.

  • Controlled multi-provider observations across ChatGPT, Gemini, and Claude
  • Recommendation / displacement map — who AI names and who appears instead of you
  • Intent analysis — how recommendations change with different customer-intent questions
  • Opportunity map — entity, content, authority, reputation, and evidence gaps
  • Up to 3 prioritized investigation experiments — specific hypotheses tied to the observed evidence, with what to investigate or test, how to re-measure, and what signal would indicate improvement. Implementation is not included.
  • Founder walkthrough of the evidence and what to do next

What makes this different from asking AI yourself?

A casual AI search gives you an answer at one point in time from one chat session.

The Diagnostic + Action Brief uses controlled questions across ChatGPT, Gemini, and Claude, compares recommendation patterns, identifies displacement and intent differences, and turns the evidence into specific things to investigate next.

Evidence first. Interpretation second. No black-box score. Findings are for visibility investigation only. They are not legal advice and do not guarantee that AI systems will recommend your business.

Does not prove

  • That AI “caused” lost customers
  • A universal AI Visibility Score
  • That changing your website will guarantee recommendations

Tell us about your business for a sample / conversation

Sample / conversation first · then Diagnostic + Action Brief if you want the full run

What happens next

  1. We prepare your sample — the BiDigest team reviews your business and runs one controlled ChatGPT observation. The full multi-provider diagnostic does not begin automatically.
  2. We send the sample and talk it through — one controlled finding, then a short conversation.
  3. You decide whether the full Diagnostic + Action Brief is useful — if so, we send the checkout link.
  4. After you pay via Stripe, we begin the controlled diagnostic across ChatGPT, Gemini, and Claude.
  5. We deliver the findings — evidence, displacement map, intent analysis, opportunity map, prioritized investigation experiments, and founder walkthrough.

See the methodology →