REDACTED SAMPLE · ACTUAL CLIENT DATA REMOVED

What's inside the AI Visibility Audit

Below is a redacted excerpt from a real audit we delivered to a TRT clinic in the Southwest United States. Clinic name and competitor names are hidden.

Executive summary

AI Visibility Score: 34 / 100 (below average — clinics in this niche typically score 50–70)

Verdict: Clinic is invisible to ChatGPT and Claude for primary patient queries. Moderate visibility on Gemini. Low visibility on Perplexity.

Top 3 findings

  1. No MedicalBusiness or LocalBusiness schema present — AI engines do not classify the site as a medical practice.
  2. Top 3 competitors have FAQ pages with 15–25 patient questions; the audited clinic has none.
  3. AI engines describe the clinic generically ("a wellness center") rather than with its actual positioning ("evidence-based TRT").

Section 1 — AI Visibility Score breakdown

EngineYour mentionsTop competitor mentionsScore
ChatGPT (GPT-4)2 / 159 / 1518 / 100
Google Gemini4 / 158 / 1532 / 100
Claude1 / 157 / 158 / 100
Perplexity3 / 1510 / 1522 / 100

Section 2 — Top 3 queries you're losing

Query: "Best TRT clinic in [REDACTED CITY]"

ChatGPT recommended:

  1. [Competitor A]
  2. [Competitor B]
  3. [Competitor C]

Your clinic was not mentioned.

Root cause: Competitor A has 8 reviews with structured data + a dedicated "Best TRT clinic [City]" landing page. You have neither.

Section 3 — Content gaps

Five topics where competitors have content and you don't, ranked by AI mention frequency:

  1. "How TRT affects fertility" — high AI volume, you have no content
  2. "TRT side effects" — high AI volume, you have a 3-paragraph mention buried in About page
  3. "Cost of TRT without insurance" — medium volume, you have no content
  4. "TRT vs steroids" — medium volume, you have no content
  5. "How long does TRT take to work" — medium volume, you have no content

Section 4 — Top 3 action plan (this is the part that drives the score up)

  1. Schema implementation — 2 hours of dev work, +15-25 points expected.
  2. Publish 3 patient-question articles — 6 hours of writing, +10-15 points per article.
  3. Add structured testimonials — 1 hour of work, +5-10 points.

This is roughly half of the actual report. The paid Audit includes detailed query data, schema code snippets, and a personalized Loom walkthrough.

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