Fill in your information. Get your prompt. Find out what AI knows about you right now.
i What This Is
Every day your potential clients ask AI who the best professional is in your field. AI answers with one name. This test shows you whether that name is yours.
This is a baseline test. It measures 3 of 32 factors that determine whether AI suggests you. That is enough to show you whether you have a problem.
1 Your Information
2 Your Prompt — Copy and Paste Into ChatGPT
Before You Run It
→Go to ChatGPT.com — free version, no login required
→Copy the prompt below using the button
→Paste it into ChatGPT and press enter
→Write down exactly what comes back for each question
3 What Your Results Mean
Count how many times your name appeared — accurately and first — across all three questions.
Score
Status
What It Means
3 of 3
Surface Visible
You passed 3 of 32 tests. The other 29 may still be failing. This is exactly where the expanded audit starts.
1–2 of 3
Partial Visibility
AI knows you exist in some contexts but not others. You are losing clients to someone else right now.
0 of 3
Invisible to AI
AI does not suggest you. Your expertise is real. Your AI record is not. Every day this continues you are losing business.
4 Why You May Not Be Showing Up
If your name did not appear — or appeared incorrectly — one of these six things is happening:
1.AI doesn't know you exist. Your record is too thin for AI to find.
2.AI confuses you with someone else. Another professional with a similar name or field has a stronger record.
3.AI gets your description wrong. Conflicting information across your online presence creates an inaccurate picture.
4.AI doesn't connect you to your specialty. Your expertise is not structured in a way AI can match to relevant queries.
5.AI doesn't connect you to your location. You are not anchored geographically in AI's record.
6.AI suggests someone else instead. A competitor has a stronger, more complete record than yours.
This test identifies which problem you have.
The expanded audit call identifies why it is happening and gives you three specific fixes.
5 Score Your Results
Answer these three questions based on what ChatGPT returned.
1. Did your name appear in all three answers?
2. Was the description of you accurate?
3. Were you the first name mentioned?
Your Baseline Score
The Full Picture
This test measured 3 of 32 factors AI uses to decide who to suggest. The remaining 29 collision points — entity structure, citation architecture, geographic anchoring, schema markup, topical authority, signal decay, and more — are unmeasured. A perfect score here does not mean you are safe. It means you passed the surface test.
Your Results Revealed a Gap.
This test measured 3 of 32 things AI uses to decide who to suggest.
The expanded audit covers the remaining 29. We review your full results together. I identify your specific gaps and give you three fixes you can implement immediately.