Define the prompt set
Choose relevant patient research and provider-selection questions by service and location.
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.

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.
The exact work is tailored to your organization after discovery and review.
Choose relevant patient research and provider-selection questions by service and location.
Check ChatGPT, Gemini, Google AI Mode and Google AI Overviews on a consistent schedule.
Note mentions, descriptions, source links and material inaccuracies where visible.
Use the patterns to guide content, entity and citation improvements.
Examples of the information needs we map. They are illustrative, not promises of placement or clinical advice.
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.
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.
Our current scope can include ChatGPT, Gemini, Google AI Mode and Google AI Overviews. We agree on the platforms and prompt set before reporting.
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.
Yes. Location-specific prompts can show whether AI systems distinguish each clinic, its services and its provider information.
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.
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.
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.
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.
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.
Make your practice easier for AI to identify, understand and cite.
Explore service →Build a sound search foundation for services and locations.
Explore service →Create a clear, fast site foundation for patients and AI systems.
Explore service →Discuss your services, markets and goals with RecommendMD.