Defined clinic, market, language, treatment, and comparison scope
AI VISIBILITY BENCHMARK
See where your clinic appears, where competitors win, and what evidence is missing.
A private, repeatable benchmark of clinic mentions, explicit recommendations, positions, competitors, and supporting sources across a frozen query set.
Request a private benchmarkTHE COMMERCIAL QUESTION
What the benchmark answers
The benchmark turns an unfamiliar channel into a reviewable commercial diagnosis. It does not create a real-time score or claim access to every AI system.
- Which patient questions name your clinic?
- Where is your clinic explicitly recommended?
- Which competitors win lost high-intent queries?
- Which clinic-owned or associated sources support answers?
- Which gaps should your team address first?
OUTPUTS
What you receive
Frozen query set and multiple independent observations
Preserved raw provider responses within applicable terms
Mention, recommendation, top-position, and citation metrics
Category, competitor, lost-query, and source-domain analysis
Limitations, validation summary, and executive review
PROCESS
Transparent by design
Scope, measurement, and review rules are agreed before implementation.
- 01
Scope and freeze the query set
- 02
Run independent observations
- 03
Classify known entities deterministically
- 04
Manually review unknown or ambiguous evidence
- 05
Report separate rates with denominators
- 06
Archive the evidence for a comparable repeat
LIMITATION
Measurement is not a guarantee.
AI outputs vary by provider, time, language, and context. The benchmark is a dated sample—not a guarantee of a persistent ranking, recommendation, patient volume, or revenue.
NEXT STEP
Request a private benchmark
Define your priority market, language, treatments, and competitor set.