Normalized brief
One service, one market, one intended patient population and the decision factors that matter for that measurement.
Free medical AI tool
Healthcare AI visibility prompt library
Build fixed monitoring questions around the factors patients use when choosing care—without starting from a blank sheet.
13 medical verticals24 prompts per kit2 short interview rounds maximum
What you get
One interview prompt creates a repeatable 24-question monitoring set.
Choose the medical vertical, copy the complete Markdown prompt into an AI assistant and answer one or two focused rounds of questions. The assistant then produces a normalized brief and a fixed question set for one service, market and patient population.
Keep the generated questions unchanged when you repeat the measurement. Create a separate set when the service, market or intended patient journey changes.
Discovery prompts
Non-branded questions that test whether a provider appears naturally for patient needs, access factors and choice criteria.
Accuracy prompts
Branded questions that test whether known services, locations, clinicians, coverage and other confirmed facts are described correctly.
Quality-first recommendation
Recommended models and reasoning settings
These models are recommended, not required. The kits work with any capable AI assistant. We expect the settings below to produce the most complete and stable interview and output available in each product.
Availability varies by plan. If a label is unavailable, choose the strongest model and deepest reasoning mode shown in your account. Reviewed August 25, 2026.
ChatGPT
GPT-5.6 Sol · Extra High
Codex
GPT-5.6 Sol · Max
Claude
Fable 5 · Max
Perplexity
Deep Research
DeepSeek
Expert Mode
Measurement design
Discovery and factual accuracy are different tests.
A clinic can be absent from a non-branded recommendation and still be described correctly when named. The kits keep those signals separate so the result is easier to interpret.
Non-branded discovery
No clinic name. Questions cover patient need, service, geography, insurance, access requirement and decision factors.
Branded factual accuracy
The clinic is named. Questions cover confirmed services, locations, clinicians, insurance, cost, eligibility and other known facts.
Priority set
Hospital and health-system service lines
Focused prompt kits for high-impact clinical lines where access, eligibility, subspecialty expertise, care setting, and patient safety materially change the search journey.
6 prompt kitsMarkdown
Primary Care
Preventive, acute, and chronic-care discovery with new-patient access, insurance, continuity, telehealth, and age-group fit.
Markdown
Urgent Care
Walk-in, virtual, pediatric, injury, lab, and X-ray journeys with strict emergency-boundary and real-time-availability safeguards.
Markdown
Orthopedics
Body-area, condition, surgery, non-operative care, imaging, rehabilitation, second-opinion, and specialist-expertise journeys.
Markdown
Oncology
Cancer-type, modality, multidisciplinary, second-opinion, trial, genetics, navigation, and regional-care discovery without outcome claims.
Markdown
Cardiology
Condition, test, procedure, subspecialty, referral, second-opinion, imaging, monitoring, intervention, and rehabilitation journeys.
Markdown
Women’s Health
Life-stage, preventive, obstetric, gynecologic, menopause, pelvic-health, hospital, provider-fit, and access journeys.
Secondary set
Specialty and high-choice outpatient care
Additional kits for categories where modality, eligibility, total cost, financing, travel, provider credentials, and service components strongly shape patient choice.
7 prompt kitsMarkdown
Behavioral Health
Therapy, psychiatry, program level, age group, modality, telehealth geography, insurance, availability, and provider-fit journeys.
Markdown
Medical Imaging
Modality, body area, order requirements, insurance authorization, self-pay price, scheduling, equipment features, and reporting.
Markdown
Fertility
Testing, treatment, preservation, donor-assisted care, family-building pathways, coverage, total cost, lab integration, and travel.
Markdown
Dental Implants
Single-tooth, multi-tooth, full-arch, preparatory procedures, clinician roles, imaging, sedation, total cost, and financing.
Markdown
Ophthalmology
Condition, subspecialty, diagnostic, medical, surgical, elective, insurance, Medicare, technology, second-opinion, and recovery journeys.
Markdown
Bariatrics
Procedure/program, evaluation, authorization, multidisciplinary preparation, accreditation, cost, revision care, and long-term support.
Markdown
Cosmetic Surgery
Exact procedure, surgeon credentials, accredited facility, anesthesia, itemized cost, financing, recovery, aftercare, and travel.
Before you paste
Use operational information, never patient information.
- Do not paste patient records, PHI, personal medical histories or any identifiable patient information into an AI assistant.
- The kits generate monitoring questions. They do not diagnose patients, give personal medical advice or run the monitoring for you.
- Review the privacy, retention and acceptable-use terms of the AI product and plan used by your organization.
Product marks identify compatible AI assistants and do not imply affiliation, sponsorship or endorsement. All trademarks belong to their respective owners. View asset sources (opens in a new tab)
Free audit
See how your clinic appears in AI answers
The simplest free audit starts with one clinic or selected location, one priority market and one patient language.
Best fitClinics, hospitals and medical groups in:
- Dental
- Aesthetic medicine
- Physiotherapy
- Fertility & IVF
- Dermatology
- Hair transplant
- Plastic surgery
- Mental health
- Multi-specialty groups
- Your current visibility and named competitors
- The sources AI answers rely on
- A prioritized list of improvements to implement
Several clinics, locations, countries, markets or patient languages can be included without a call. Prefer to discuss the scope? Book a 30-minute call We’ll tailor the audit at no cost.