A growing share of patients now ask an AI — ChatGPT, Gemini, or Google's AI Overviews — instead of scrolling results: "best pediatrician near Dwarka for a 2-year-old?" The engines answer with specific clinics. This checklist is how you become that answer. It's the companion to our classic local SEO checklist — do that one first; this one builds on it.
How AI engines pick clinics to cite
AI answers aren't ranked pages — they're synthesized from sources the model trusts and can verify against each other. Three properties decide citation: machine-readability (can the engine extract your facts?), consistency (do your facts agree everywhere they appear?), and entity authority (is your clinic a well-established "thing" the model has seen from multiple angles?).
Machine-readability (do first)
- Answer-shaped headings. Phrase page headings as the questions patients ask ("What does a root canal cost in Delhi?") with a direct 2–3 sentence answer immediately below. AI engines lift exactly this format.
- FAQPage schema on every key page — services, specialties, locations. Structured Q&A is the most quotable content format on the web.
- Full medical schema — Physician, MedicalClinic, Service markup with address, hours, specialties (what this involves). Schema is how engines read facts without guessing.
- One clean fact per sentence in your key content: "Consultation costs ₹800." beats a paragraph that buries three facts in qualifiers.
- Speakable, crawlable pages — no facts locked in images or PDFs; text that loads without JavaScript gymnastics.
Consistency (the AI trust test)
- Identical NAP everywhere — name, address, phone matching across Google, JustDial, Practo, your site and social profiles. AI engines cross-check; contradictions kill citations.
- Consistent pricing signals — if your site says ₹500 and a directory says ₹300, engines either skip the fact or cite the directory. Audit and align.
- Consistent doctor credentials — same qualifications, same spellings, everywhere your doctors appear.
- Aligned hours — including holiday hours; "open now" errors teach engines your data is stale.
- One canonical clinic name — pick it, use it verbatim everywhere, forever.
Entity authority (the long game)
- Review depth with specifics — AI engines weight reviews that mention procedures, outcomes and localities ("got my root canal done in Sector 12…"). Volume matters; specificity matters more.
- Presence beyond your own site — directories, hospital affiliations, news mentions, association listings. Engines trust entities they've seen from many independent angles.
- Locality-anchored content — pages that name your real catchment areas and landmarks (our hyper-local pages exist exactly for this) tie your entity to a place engines can reason about.
- Fresh activity signals — weekly posts, new reviews, updated content. Engines discount entities that look dormant.
- Author-attributed medical content — health articles bylined to your named doctors with credentials. E-E-A-T applies double for medical topics; anonymous content is cited last.
How to measure any of this
Ask the engines. Monthly, put your real patient questions to ChatGPT, Gemini and Google's AI mode: "best your specialty near your area?" Track whether you're named, what facts they state about you, and whether those facts are right. Wrong facts trace back to an inconsistency on this checklist — fix the source, and the answer follows within weeks.
The overlap with classic local SEO is not a coincidence — AI engines learned from the same signals Google's map pack uses, then raised the bar on consistency. The Practice Growth Suite runs both checklists as one managed system, including the schema, consistency audits and AI-answer monitoring.
We run Google visibility, bookings, reviews and patient messaging for 500+ doctor profiles across India, Bangladesh and Nepal. Book a free listing audit →
