RecommendMD / AI Prompt Tracking

Know what AI says when people ask about your services.

We build a focused set of questions around your services and markets, then review mentions, descriptions, cited sources and competitor visibility across the platforms you care about.

Clinician and analyst comparing AI answer visibility
The foundation

What does AI prompt tracking measure?

It documents whether and how a practice appears in sampled AI answers for defined questions. Because answers can vary by wording, location and time, the results are directional evidence that should be reviewed over repeated checks.

How we work

What this service can include.

The exact work is tailored to your organization after discovery and review.

01

Define the prompt set

Choose relevant patient research and provider-selection questions by service and location.

02

Record the answers

Check ChatGPT, Gemini, Google AI Mode and Google AI Overviews on a consistent schedule.

03

Review the context

Note mentions, descriptions, source links and material inaccuracies where visible.

04

Prioritize action

Use the patterns to guide content, entity and citation improvements.

Questions we can address

Made for real patient discovery.

Examples of the information needs we map. They are illustrative, not promises of placement or clinical advice.

  • Who offers clinician-led peptide consultations near me?
  • Which wellness clinics in my area explain their providers and services?
  • What should I ask before choosing a med spa for a service?
FAQ

Common questions.

What is AI prompt tracking?

It is a repeatable check of how selected AI systems answer agreed questions about your services, locations and competitors. We record the wording, mentions and cited sources at a point in time.

Is a prompt result a live ranking?

No. AI answers are dynamic and can vary by time, wording and context. Reports show observations for a defined prompt set, not a permanent rank.

Which platforms do you monitor?

Our current scope can include ChatGPT, Gemini, Google AI Mode and Google AI Overviews. We agree on the platforms and prompt set before reporting.

How are prompts chosen for a med spa or wellness clinic?

We start with real patient questions about services, providers, locations and selection criteria. Prompts should reflect what the clinic offers, not hypothetical treatments it does not provide.

Can we track more than one location?

Yes. Location-specific prompts can show whether AI systems distinguish each clinic, its services and its provider information.

What do you record besides a brand mention?

We look at how the practice is described, whether the answer cites a source, whether contact or service details are accurate and what competing options appear.

How often should we review prompts?

A consistent cadence makes comparisons more useful. We set a schedule based on the program and revisit the prompt set when services or markets change.

Can prompt tracking prove that an AI answer caused a booking?

Not by itself. We can compare prompt observations with website and booking analytics, but an AI answer usually cannot be tied to every patient decision.

What happens if an answer has the wrong clinical information?

We document the error, identify the public sources that may be contributing and propose corrections to information the practice controls. The clinical team approves medical changes.

Can you track a newly launched service?

Yes, after the practice has approved its public description and the service is actually available. We establish an initial baseline and monitor how answers develop.

Start with your current visibility

See how your practice appears in AI search.

Discuss your services, markets and goals with RecommendMD.