Baseline visibility audit
We run the prompt set for a clinic's city and record whether AI engines name the clinic, a competitor, or no local clinic at all.
GLP-1 clinics should track AI prompts that match how patients ask for care: city, medication, pricing, eligibility, provider supervision, safety, appointment speed, reviews, and alternatives. KailxLabs uses these prompts to measure whether ChatGPT, Perplexity, Gemini, Claude, and Google AI name a local clinic or route patients to competitors.
| Prompt pattern | Why it matters | Page needed |
|---|---|---|
| best GLP-1 clinic in [city] | Direct provider selection | City GLP-1 page |
| semaglutide clinic near me | High-intent local search | Semaglutide city page |
| tirzepatide weight loss clinic in [city] | High-intent medication question | Tirzepatide city page |
| medical weight loss clinic in [city] | Broader category question | Medical weight loss page |
| physician-supervised GLP-1 program in [city] | Trust and safety question | Provider / program page |
| Prompt pattern | Why it matters | Page needed |
|---|---|---|
| semaglutide pricing in [city] | Cost comparison | Pricing page |
| tirzepatide cost in [city] | Cost comparison | Pricing page |
| GLP-1 clinic with transparent pricing | Trust + cost | Pricing page |
| how much does a medical weight loss consult cost in [city] | Consult cost | Pricing / consult cost page |
| GLP-1 program monthly cost near me | Recurring cost | Pricing page |
Want this run for your clinic and city? Get my free GLP-1 AI visibility report →
| Prompt pattern | Why it matters | Page needed |
|---|---|---|
| who qualifies for GLP-1 weight loss treatment | Qualification | Eligibility page |
| GLP-1 eligibility consultation in [city] | Local qualification | Eligibility page |
| BMI requirements for semaglutide clinic | Specific criteria | Eligibility page |
| medical weight loss doctor for patients with obesity | Condition-specific | Eligibility / program page |
| can I get GLP-1 medication without diabetes | Qualification edge case | Eligibility page |
| Prompt pattern | Why it matters | Page needed |
|---|---|---|
| safest GLP-1 clinic in [city] | Safety-led selection | Safety / provider page |
| physician-led weight loss clinic in [city] | Provider authority | Provider page |
| GLP-1 clinic with labs and follow-up | Care continuity | Program page |
| medical weight loss clinic with good reviews | Social proof | Reviews / clinic page |
| legitimate semaglutide clinic in [city] | Legitimacy | Provider / clinic page |
Want this run for your clinic and city? Get my free GLP-1 AI visibility report →
| Prompt pattern | Why it matters | Page needed |
|---|---|---|
| Wegovy doctor in [city] | Brand medication | Medication city page |
| Zepbound clinic in [city] | Brand medication | Medication city page |
| Ozempic weight loss clinic in [city] | Brand medication | Medication city page |
| Mounjaro weight loss doctor in [city] | Brand medication | Medication city page |
| semaglutide vs tirzepatide clinic guidance | Comparison / education | Comparison / FAQ page |
| Prompt pattern | Why it matters | Page needed |
|---|---|---|
| same-week GLP-1 appointment in [city] | Speed to care | Booking page |
| book semaglutide consultation in [city] | Direct booking | Booking page |
| GLP-1 clinic accepting new patients | Availability | Booking page |
| medical weight loss consult near me | Local booking | Booking page |
| weight loss clinic open this week | Immediate availability | Booking page |
Want this run for your clinic and city? Get my free GLP-1 AI visibility report →
| Prompt pattern | Why it matters | Page needed |
|---|---|---|
| how to get my GLP-1 clinic cited in ChatGPT | Solution-aware owner | Service page |
| why is ChatGPT recommending my competitor clinic | Pain-aware owner | Diagnostic page |
| best AI search optimization agency for GLP-1 clinics | Procurement | Service / agency page |
| GLP-1 clinic lead generation from AI search | Revenue | Lead-generation page |
| ChatGPT citations for medical weight loss clinics | AEO / GEO | Service page |
We run the prompt set for a clinic's city and record whether AI engines name the clinic, a competitor, or no local clinic at all.
We log which clinics, directories, and telehealth brands are cited for each prompt, so the clinic knows exactly who it is up against.
Each unanswered prompt maps to a page the clinic is missing, the city, pricing, eligibility, or medication page an engine needs to cite it.
We check whether the clinic's name, location, providers, and program details are consistent across the profiles engines cross-check.
After the build, we re-run the prompts weekly and track movement, new citations, and which engines start naming the clinic.
The agreed subset of prompts is the measurement set for the 45-day citation guarantee.