{
  "name": "GLP-1 AI Search Prompt Library for Clinics",
  "publisher": "KailxLabs",
  "url": "https://www.kailxlabs.co/glp1-ai-search-prompts",
  "description": "A practical library of the AI-search prompts GLP-1 and medical weight loss clinics should track across ChatGPT, Perplexity, Gemini, Claude, and Google AI. Each prompt is tagged with category, patient or clinic-owner intent, the recommended page type that answers it, and buyer stage.",
  "license": "https://creativecommons.org/licenses/by/4.0/",
  "lastUpdated": "2026-05-30",
  "engines": ["ChatGPT", "Perplexity", "Gemini", "Claude", "Google AI"],
  "note": "[city] and [state] are placeholders; replace with the metros a clinic serves. These are marketing-visibility tracking prompts, not medical advice.",
  "prompts": [
    { "prompt": "best GLP-1 clinic in [city]", "category": "Patient discovery", "intent": "Direct provider selection", "recommendedPageType": "City GLP-1 page", "buyerStage": "decision" },
    { "prompt": "semaglutide clinic near me", "category": "Patient discovery", "intent": "High-intent local search", "recommendedPageType": "Semaglutide city page", "buyerStage": "decision" },
    { "prompt": "tirzepatide weight loss clinic in [city]", "category": "Patient discovery", "intent": "High-intent medication query", "recommendedPageType": "Tirzepatide city page", "buyerStage": "decision" },
    { "prompt": "medical weight loss clinic in [city]", "category": "Patient discovery", "intent": "Broader category query", "recommendedPageType": "Medical weight loss page", "buyerStage": "consideration" },
    { "prompt": "physician-supervised GLP-1 program in [city]", "category": "Patient discovery", "intent": "Trust and safety query", "recommendedPageType": "Provider / program page", "buyerStage": "consideration" },

    { "prompt": "semaglutide pricing in [city]", "category": "Pricing", "intent": "Cost comparison", "recommendedPageType": "Pricing page", "buyerStage": "consideration" },
    { "prompt": "tirzepatide cost in [city]", "category": "Pricing", "intent": "Cost comparison", "recommendedPageType": "Pricing page", "buyerStage": "consideration" },
    { "prompt": "GLP-1 clinic with transparent pricing", "category": "Pricing", "intent": "Trust + cost", "recommendedPageType": "Pricing page", "buyerStage": "consideration" },
    { "prompt": "how much does a medical weight loss consult cost in [city]", "category": "Pricing", "intent": "Consult cost", "recommendedPageType": "Pricing / consult cost page", "buyerStage": "consideration" },
    { "prompt": "GLP-1 program monthly cost near me", "category": "Pricing", "intent": "Recurring cost", "recommendedPageType": "Pricing page", "buyerStage": "consideration" },

    { "prompt": "who qualifies for GLP-1 weight loss treatment", "category": "Eligibility", "intent": "Qualification", "recommendedPageType": "Eligibility page", "buyerStage": "awareness" },
    { "prompt": "GLP-1 eligibility consultation in [city]", "category": "Eligibility", "intent": "Local qualification", "recommendedPageType": "Eligibility page", "buyerStage": "consideration" },
    { "prompt": "BMI requirements for semaglutide clinic", "category": "Eligibility", "intent": "Specific criteria", "recommendedPageType": "Eligibility page", "buyerStage": "awareness" },
    { "prompt": "medical weight loss doctor for patients with obesity", "category": "Eligibility", "intent": "Condition-specific", "recommendedPageType": "Eligibility / program page", "buyerStage": "consideration" },
    { "prompt": "can I get GLP-1 medication without diabetes", "category": "Eligibility", "intent": "Qualification edge case", "recommendedPageType": "Eligibility page", "buyerStage": "awareness" },

    { "prompt": "safest GLP-1 clinic in [city]", "category": "Trust and safety", "intent": "Safety-led selection", "recommendedPageType": "Safety / provider page", "buyerStage": "decision" },
    { "prompt": "physician-led weight loss clinic in [city]", "category": "Trust and safety", "intent": "Provider authority", "recommendedPageType": "Provider page", "buyerStage": "decision" },
    { "prompt": "GLP-1 clinic with labs and follow-up", "category": "Trust and safety", "intent": "Care continuity", "recommendedPageType": "Program page", "buyerStage": "consideration" },
    { "prompt": "medical weight loss clinic with good reviews", "category": "Trust and safety", "intent": "Social proof", "recommendedPageType": "Reviews / clinic page", "buyerStage": "decision" },
    { "prompt": "legitimate semaglutide clinic in [city]", "category": "Trust and safety", "intent": "Legitimacy", "recommendedPageType": "Provider / clinic page", "buyerStage": "decision" },

    { "prompt": "Wegovy doctor in [city]", "category": "Medication-specific", "intent": "Brand medication", "recommendedPageType": "Medication city page", "buyerStage": "decision" },
    { "prompt": "Zepbound clinic in [city]", "category": "Medication-specific", "intent": "Brand medication", "recommendedPageType": "Medication city page", "buyerStage": "decision" },
    { "prompt": "Ozempic weight loss clinic in [city]", "category": "Medication-specific", "intent": "Brand medication", "recommendedPageType": "Medication city page", "buyerStage": "decision" },
    { "prompt": "Mounjaro weight loss doctor in [city]", "category": "Medication-specific", "intent": "Brand medication", "recommendedPageType": "Medication city page", "buyerStage": "decision" },
    { "prompt": "semaglutide vs tirzepatide clinic guidance", "category": "Medication-specific", "intent": "Comparison / education", "recommendedPageType": "Comparison / FAQ page", "buyerStage": "awareness" },

    { "prompt": "same-week GLP-1 appointment in [city]", "category": "Booking", "intent": "Speed to care", "recommendedPageType": "Booking page", "buyerStage": "decision" },
    { "prompt": "book semaglutide consultation in [city]", "category": "Booking", "intent": "Direct booking", "recommendedPageType": "Booking page", "buyerStage": "decision" },
    { "prompt": "GLP-1 clinic accepting new patients", "category": "Booking", "intent": "Availability", "recommendedPageType": "Booking page", "buyerStage": "decision" },
    { "prompt": "medical weight loss consult near me", "category": "Booking", "intent": "Local booking", "recommendedPageType": "Booking page", "buyerStage": "decision" },
    { "prompt": "weight loss clinic open this week", "category": "Booking", "intent": "Immediate availability", "recommendedPageType": "Booking page", "buyerStage": "decision" },

    { "prompt": "how to get my GLP-1 clinic cited in ChatGPT", "category": "Clinic owner", "intent": "Solution-aware owner", "recommendedPageType": "Service page", "buyerStage": "clinic owner" },
    { "prompt": "why is ChatGPT recommending my competitor clinic", "category": "Clinic owner", "intent": "Pain-aware owner", "recommendedPageType": "Diagnostic page", "buyerStage": "clinic owner" },
    { "prompt": "best AI search optimization agency for GLP-1 clinics", "category": "Clinic owner", "intent": "Procurement", "recommendedPageType": "Service / agency page", "buyerStage": "clinic owner" },
    { "prompt": "GLP-1 clinic lead generation from AI search", "category": "Clinic owner", "intent": "Revenue", "recommendedPageType": "Lead-generation page", "buyerStage": "clinic owner" },
    { "prompt": "ChatGPT citations for medical weight loss clinics", "category": "Clinic owner", "intent": "AEO / GEO", "recommendedPageType": "Service page", "buyerStage": "clinic owner" }
  ]
}