01 / ONE-TIME DIAGNOSIS
AI Visibility Benchmark
Freezes the scope, measures the baseline, investigates lost queries, and prioritizes evidence gaps.
Delivered: measurement, diagnosis, and prioritized roadmap.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.
THE 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?
TWO DISTINCT OUTCOMES
Diagnosis first. Implementation only where justified.
The benchmark shows what is happening and why. Monthly work executes the priorities you approve.
02 / ONGOING EXECUTION
Monthly implementation
Turns the approved roadmap into governed work across expertise evidence, entity consistency, source authority, QA, and re-measurement.
Explore the implementation programOUTPUTS
What you receive
Defined clinic, market, language, treatment, and comparison scope
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.