{
  "projectName": "2026 GLP-1 Clinic AI Visibility Index",
  "publisher": "KailxLabs",
  "url": "https://www.kailxlabs.co/research/glp1-clinic-ai-visibility-index",
  "version": "0.1 (methodology + open dataset, initial release)",
  "status": "Methodology published. Dataset collection in progress. No fabricated results are published.",
  "lastUpdated": "2026-05-30",
  "license": "https://creativecommons.org/licenses/by/4.0/",
  "licenseNote": "CC BY 4.0 applies to the methodology and any published aggregate dataset only. Client-confidential audit data is never published.",
  "engines": ["ChatGPT", "Perplexity", "Gemini", "Claude", "Google AI"],
  "cities": [
    "Austin, TX", "Dallas, TX", "Houston, TX", "Miami, FL", "Tampa, FL",
    "Orlando, FL", "Phoenix, AZ", "Scottsdale, AZ", "Denver, CO", "Nashville, TN",
    "Charlotte, NC", "Raleigh, NC", "Atlanta, GA", "Chicago, IL", "New York, NY",
    "Los Angeles, CA", "San Diego, CA", "Seattle, WA", "Las Vegas, NV", "Columbus, OH"
  ],
  "promptCategories": [
    "Patient discovery", "Pricing", "Eligibility", "Trust and safety",
    "Medication-specific", "Booking"
  ],
  "promptSet": "https://www.kailxlabs.co/glp1-ai-search-prompts",
  "promptsPerMarketTarget": 50,
  "promptsPerMarketInitial": 20,
  "fieldsLogged": [
    "query",
    "engine",
    "cited businesses",
    "cited URLs",
    "answer position",
    "page type cited",
    "source class (directory vs local clinic vs telehealth brand)",
    "date checked"
  ],
  "measures": [
    "Which clinics are named",
    "Which competitors are named",
    "Which pages are cited",
    "Whether local clinics, directories, or telehealth brands dominate",
    "Whether pricing, provider credentials, reviews, or safety pages influence citation"
  ],
  "hypotheses": [
    "Clinics with dedicated semaglutide and tirzepatide pages are easier to cite.",
    "Clinics with transparent pricing or eligibility pages are easier to quote.",
    "Clinics with strong provider bios and consistent directories are easier to verify.",
    "Directories and telehealth brands may dominate cities where local clinics publish weak content."
  ]
}