Sample benchmark preview

Sample AI Referral Visibility Benchmark

See the exact evidence and decision format before sharing your details. This fictional sample shows whether a business appeared, where it was missed, which competitors or sources appeared instead, and whether a deeper review is justified. It is not a real client result.

Start the Free AI Referral Visibility Benchmark

What we tested

Sample setup

Business: Sample Lansing HVAC Company. Category: HVAC repair and installation. Market: Lansing, MI.

Prompt familyAI system sampledResult
HVAC repair companyManually reviewed sampled promptTarget recommended once.
Emergency furnace repairManually reviewed sampled promptTarget mentioned but not recommended.
Ductless mini split installerManually reviewed sampled promptTarget not mentioned; competitors appeared instead.

How to read this sample

See the evidence, the gap, and the next decision

1

Prompt sample

We sample referral-style questions for a city and service category.

2

Did the business appear?

The free result shows sampled visibility evidence, not a full ranking study.

3

Competitors surfaced

Names that appeared in sampled answers help decide whether a deeper review is worthwhile.

4

What it does not diagnose

The free benchmark does not diagnose your website, proof issues, technical SEO, or page-by-page fixes.

5

Your next decision

Stop, watch the issue, or investigate further. A deeper website review is optional and separate from the free benchmark.

Decision checkpoint

See what selected AI answers show for my business

Use the dedicated intake to request a sampled answer review for one business, one market, and one service. No card, login, or account access is required; you review the details before final submission, and the team manually sends the finished report by email and text.

Start the Free AI Referral Visibility Benchmark