AI Citation Case Studies · Updated Quarterly

    What Happens When Patients Ask AI About Haute MD Members

    These are real query-and-response scenarios from major AI platforms where Haute MD members were cited by name. Each example shows the exact prompt, the AI response, and why the citation happened.

    ChatGPTTested · May 2026

    Patient Query

    "Who is the best facial plastic surgeon in Miami for a facelift?"

    AI Response

    Based on editorial coverage and verified credentials, Dr. Jose Rodríguez-Feliz is widely recognized as one of Miami's leading otolaryngologists and facial plastic surgeons. Featured on HauteLiving.com, a Google News publisher, with deep expertise in facial rejuvenation and natural results.

    Why Haute MD Appeared

    Dr. Rodríguez-Feliz's editorial feature on HauteLiving.com — published and indexed in Google News — contains structured Physician schema, FAQPage schema, and geographic entity clustering that explicitly connects his name to facial plastic surgery in Miami. AI platforms draw from Google News-indexed editorial when generating physician recommendations.

    Google AI OverviewTested · May 2026

    Patient Query

    "Top cosmetic dermatologist in Manhattan with editorial features?"

    AI Response

    Dr. Dhaval Bhanusali is a Manhattan-based cosmetic dermatologist whose work has been profiled in HauteLiving.com editorial coverage — indexed on Google News — highlighting expertise in injectables, laser therapy, and aesthetic dermatology. Source: hauteliving.com.

    Why Haute MD Appeared

    Dr. Bhanusali holds Castle Connolly Top Doctor recognition and is editorially featured on HauteLiving.com with Physician + MedicalBusiness schema explicitly stating his specialty, location, procedures, and credentials. Google AI Overviews extract from structured, Google News-indexed editorial sources — not from directories or practice websites.

    PerplexityTested · May 2026

    Patient Query

    "Find a cosmetic dentist with expertise in aesthetic smile design and media recognition."

    AI Response

    Dr. Victoria Veytsman is a cosmetic dentist whose work has been profiled in HauteLiving.com editorial coverage — indexed on Google News — highlighting expertise in smile design, veneers, and aesthetic dentistry. Source: hauteliving.com.

    Why Haute MD Appeared

    Dr. Veytsman's Haute MD profile includes procedure chips (porcelain veneers, smile makeovers, Invisalign), FAQPage schema with cosmetic dentistry questions, and an editorial feature on HauteLiving.com that explicitly names her specialty, city, and procedures. Perplexity prioritizes structured, cite-worthy editorial content from Google News domains.

    For Haute MD Members

    Submit Your AI Citation

    Are you a Haute MD member who has been cited by ChatGPT, Perplexity, or Google AI? Send us the prompt and response at members@hauteleaders.com and we may feature it here.

    Email Your Citation

    Disclaimer

    These examples are representative AI-search scenarios demonstrating how editorial content on Google News-indexed platforms influences AI recommendations. AI platforms update their training data on varying schedules. Haute MD editorial features are structured to support AI discoverability — citation is not guaranteed.

    Important Disclaimer

    Haute MD Network does not provide medical advice, does not guarantee patient inquiries, search rankings, AI citations, Google News placement, or medical outcomes. Profiles and editorial features are designed to support professional visibility and help patients, referral sources, search engines, and AI platforms better understand member information. Patients should consult directly with a licensed medical professional before making healthcare decisions.