Medical and dental practices win AEO by publishing clinician-authored condition pages with MedicalWebPage and FAQPage schema, earning practitioner presence in r/dentistry, r/AskDocs and named vertical subs, and tracking which practices AI engines recommend for their top procedures. Clean YMYL signal beats ad spend for booking rate on high-ticket procedures.
of US adults research medical questions with AI
Rock Health, 2025
YoY growth in AI cosmetic-procedure queries
Perplexity Healthcare, Q1 2026
consult-request lift for AI-cited clinics
Doctor.com study, Mar 2026
A 2025 Rock Health survey of 8,000 US adults found 51 percent used an AI chatbot to research a medical or dental question in the last 90 days. Perplexity's own healthcare tracking shows AI queries for procedures like Invisalign, Botox and implants have grown 340 percent year over year through Q1 2026. Patients arrive at your clinic pre-informed by an answer they did not read on your site.
Every procedure page names the treating clinician, links a bio with license number, and starts with a 40 to 80 word direct answer. Add MedicalWebPage, Physician and FAQPage JSON-LD so AI engines can trust the source.
Publish honest price ranges, healing timelines and complication rates. YMYL trust signals require named clinicians willing to say what the outcome actually looks like, not marketing gloss.
Verified clinicians answer questions in r/dentistry, r/askdentists, r/SkincareAddiction and r/PlasticSurgery within subreddit disclosure rules. This is the corpus AI engines cite for procedure comparisons.
Google Business Profile with weekly posts, LocalBusiness schema, real patient photos and structured review markup. AI Overviews for medical queries lean heavily on the local pack.
Yes when it is scoped correctly. AEO content is educational and clinician-authored; no patient information leaves the practice unless the patient signs a photo or testimonial release stored by the practice, not by the agency. State medical boards permit named-clinician content that identifies the practice, discloses financial interest where applicable, and avoids guaranteed-outcome language. We keep every published claim reviewable by the practice compliance officer and never surface individual patient identifiers in schema, alt text or reviews.
Cash-pay high-consideration procedures move first: Invisalign, veneers, implants, Botox, filler, laser resurfacing and cosmetic surgery. These queries have long compare-and-decide phases where the patient asks the model six to ten questions before booking. Insurance-covered visits like general dentistry cleanings or routine dermatology show a smaller AEO lift because the buying decision is driven by network coverage and proximity, not by comparison content. A clinic that ships AEO on the top three cash-pay procedures typically sees 3.4 times more consult requests within 120 days per Doctor.com's March 2026 study.
The primary metric is tracked prompt share for the practice's top 20 procedure and city queries across ChatGPT, Claude, Gemini and Perplexity, sampled twice weekly and reported monthly. The secondary metric is AI-referred consult requests, captured through UTM-tagged clinic phone numbers and booking form source fields. The tertiary metric is competitor citation share on the same prompts, which shows whether the clinic is gaining or losing ground versus the two or three practices AI engines currently prefer to name in the local answer.
AI-driven leads arrive with 40% higher purchase intent because LLMs pre-filter patients based on specific clinical needs, such as implant types or specialized pediatric sedation. Your intake team must abandon generic scripts and immediately reference the exact criteria the patient searched for. When a patient arrives via LLM recommendations, your CRM must capture the specific query context, such as non-invasive periodontal therapy, so your coordinator can lead with clinical specificity during the initial phone call. **Key takeaway:** AI engine leads are pre-educated, so your intake team must skip the generic pitch and immediately validate the advanced clinical solutions the patient already searched for.
Our 90-day AEO roadmap transitions your clinical footprint from traditional search visibility to active LLM recommendation engine dominance through structured, weekly sprints. We focus on structured schema deployment, medical credentialing, and multi-platform citation indexing to ensure AI engines crawl clean, authoritative data. | Weeks | Focus Area | Deliverables | | :--- | :--- | :--- | | 1-3 | Architecture | Deploy JSON-LD medical schemas and audit NPI registries | | 4-6 | Entity Building | Publish structured FAQ blocks addressing specific clinical queries | | 7-9 | Indexing | Submit clean database feeds to Apple Maps, Bing, and LLM APIs | | 10-12 | Optimization | Run query simulations to verify your practice appears in top AI answers | **Key takeaway:** A systematic 90-day sprints program ensures that your clinical entities are fully indexed, structured, and recommended by major AI models before your competitors adapt.
How different medical and dental services convert AI citations into booked consults.
| Category | AI query volume | Comparison intent | AEO booking lift |
|---|---|---|---|
| Cosmetic dentistry (veneers, whitening) | High | Very high | 3 to 5× |
| Orthodontics (Invisalign, braces) | Very high | Very high | 4 to 6× |
| Dental implants | High | High | 3 to 4× |
| Med-spa injectables (Botox, filler) | Very high | High | 3 to 5× |
| Dermatology (medical) | Medium | Medium | 1.5 to 2× |
| General dentistry (routine) | Low | Low | 1.1 to 1.4× |
Yes. Everything we publish is educational content authored by the clinician; no patient information leaves the practice. Before-and-after photos require signed patient consent stored by the practice, not by us.
High-consideration cash-pay procedures. Invisalign, veneers, implants, Botox, filler, laser resurfacing and cosmetic surgery all show 3 to 8 times more booking-intent AI queries than insurance-covered visits.
Not always. For a multi-location group, yes. For a single-location practice, a strong Google Knowledge Panel plus consistent NAP and named-clinician sameAs links usually get you there.
The playbook scales but the schema and page architecture change. Every location gets its own LocalBusiness node, GBP profile and clinician roster. A DSO with 20 locations runs 20 parallel programs, not one master program.
Reviews are the single strongest local trust signal AI engines cite for healthcare. Practices earning 8 to 15 new Google reviews per month with named-clinician replies typically see 40 to 60 percent higher AI citation share than same-size peers within 6 months.
AI engines synthesize sentiment from platforms like Yelp, Google, and WebMD. We counter negative sentiment by deploying high-volume, structured positive reviews across health-specific directories. This dilutes isolated negative experiences. We also optimize your official Q&A schema to address common patient complaints proactively, steering the LLM toward your resolved compliance processes.
Our AEO program runs alongside your existing SEO efforts without conflict. Your SEO agency focuses on keyword volume, backlinks, and traditional keyword rankings. Our team optimizes your entity footprint, structured data schemas, and API-level data feeds to ensure LLMs select your medical practice as the primary recommendation for conversational queries.
AI Overviews push organic search results down the page, often reducing traditional PPC click-through rates by up to 20%. Our AEO strategy offsets this loss by securing your practice inside the organic AI Overview box itself. This allows you to scale back expensive PPC bids on generic terms and reallocate budget to high-ROI patient search terms.
Personal injury, immigration, criminal defense, family law
Brokerages, luxury agents, new-development sales
Fine dining, hotels, boutique venues, event spaces
The AEO Miami Agency runs AEO, SEO and GEO programs for brands across the US — building the machine-readable footprint that gets brands cited by ChatGPT, Claude, Gemini and Perplexity, not just ranked on Google.