Patients ask now.
Answer engines decide.
By Q4 2025, roughly nineteen percent of healthcare-related queries triggered an AI Overview on Google. ChatGPT and Perplexity together moved past five percent of healthcare consumer search by spring 2026. The patient who asks ChatGPT “what’s a good concierge medicine practice in Tampa” is making a real demand-side query, and the practices cited in that answer compound visibility while uncited practices don’t. AiPRO decides which side of that line your practice lands on.
This is not RankPRO with a new label. RankPRO optimizes for what patients search. AiPRO optimizes for what they ask. The two surfaces share a foundation but diverge in execution, reporting cadence, and the engineering that earns each citation.
- AiPRO defined
- AiPROis a healthcare answer-engine optimization service. The work covers schema-graph engineering across the practice’s site, llms.txt authoring and maintenance, monthly citation monitoring on Google AI Overview, ChatGPT, Perplexity, and Claude, E-E-A-T author and reviewer attribution rollout, and quarterly AEO posture reporting. The deliverable is citation visibility on the answer engines that decide demand-side healthcare queries in 2026 and beyond.
Build the foundation. Monitor the surface. Hold the lead.
Practices with up to 25 priority URLs; single-location operations; ready to be discoverable to AI surfaces but not in active citation competition with multi-location category leaders.
- Schema graph audit + completion (Organization, MedicalBusiness, Physician, Article, FAQPage)
- llms.txt authoring + monthly maintenance
- Quarterly AEO posture report (which AI engines cite the practice and where)
- E-E-A-T author/reviewer attribution rollout (NPI + board cert in schema)
- Monthly structured-data validation report
- Up to 25 priority URLs covered
Established practices in active AEO competition. Multi-vertical or multi-service offerings where citation share-of-voice meaningfully changes patient acquisition.
- Everything in Foundation, plus:
- Monthly AI Overview / ChatGPT / Perplexity / Claude citation monitoring
- Per-engine share-of-voice tracking inside the practice's category
- Schema-graph extensions (MedicalProcedure, Service, Review)
- Quarterly competitive AEO read against three named competitors
- Priority schema engineering: 48-hour fix on graph errors
- Up to 100 priority URLs covered
Multi-location practices, hospital-affiliated programs, and named-brand category leaders where AI citation share is a strategic surface and not just a marketing surface.
- Everything in Growth, plus:
- Per-location schema graphs (multi-location AEO)
- Real-time citation alerts (notification when AI Overview placement changes)
- GBP-to-schema integration; structured data syncs to live operating data
- Custom llms.txt segmentation by patient journey
- Monthly written narrative on AEO posture trajectory
- Up to 200+ priority URLs covered
Different surface. Different cadence. Different work.
The temptation for any agency in 2026 is to bolt “AI Overview optimization” onto an existing SEO retainer and call it covered. We resisted that for the same reason we resisted bolting paid social onto SitePRO maintenance: the operating cadence is too different, and bundled work becomes work nobody owns.
RankPRO publishes content. AiPRO engineers structured data and monitors citations. RankPRO reports monthly on keyword position and traffic delta. AiPRO reports monthly on citation share-of-voice across four engines. RankPRO’s lever is editorial volume. AiPRO’s lever is graph completeness and entity-level identification. Two products, run side by side, never substituting.
Practices that buy AiPRO without RankPRO get visibility on the answer-engine surface but not on classic search. Practices that buy RankPRO without AiPRO get classic search but watch their AI Overview share-of-voice slip toward zero. Most established practices end up on both. Some start on one and add the other in year two.
About AiPRO.
- How is AiPRO different from RankPRO?
- RankPRO optimizes for what people search. AiPRO optimizes for what they ask. The two surfaces overlap less than you'd think — Google's AI Overview, ChatGPT, Perplexity, and Claude pull citations from a different ranked layer than blue-link organic search. A practice can rank #1 in classic search and never get cited in any AI answer, or vice versa. RankPRO and AiPRO run side by side; they don't substitute for each other.
- Why is this its own product line?
- Different operating cadence. RankPRO is a publishing-and-content motion measured in months and quarters. AiPRO is a graph-engineering and citation-monitoring motion measured weekly. Different deliverables, different reporting cycle, different expertise. Bundling it into RankPRO would dilute both.
- Is AEO real or marketing hype?
- Real. As of Q4 2025, ~19% of healthcare-related queries trigger Google AI Overview. ChatGPT and Perplexity together moved past 5% of healthcare consumer search by spring 2026. The patient who asks ChatGPT "what's a good concierge medicine practice in Tampa" is making a real demand-side query, and the practices cited in that answer compound visibility while uncited practices don't. AiPRO is the work that decides which side of that line a practice lands on.
- What's the deliverable each month?
- A monthly AEO posture report: which queries surfaced the practice in AI Overviews / ChatGPT / Perplexity / Claude that month, where citations came from, what changed. Plus the work itself: schema graph completions, new llms.txt entries, structured-data fixes, E-E-A-T attribution updates. Quarterly: a deeper review of citation share-of-voice in the practice's category and a recommendation for what to publish next quarter.
- Do we need RankPRO or SitePRO before AiPRO?
- Not strictly required, but strongly recommended. AiPRO works on the foundation a real schema-equipped site provides. Practices on legacy WordPress sites with no schema graph need a SitePRO build first or they're fixing the foundation while we work on the second-floor finishes. Practices on a Macbach-built site already have most of the schema scaffolding; AiPRO accelerates from there.
- Why does this cost what it costs?
- Schema graph engineering is precise work, performed by engineers with credentials and verified by a structured-data validator on every change. llms.txt authoring requires editorial judgment about which pages should be discoverable to LLMs and how to describe them. Citation monitoring requires manual review across four engines monthly. The fees reflect work hours, not retainer-economics.
Start with the audit. AiPRO follows naturally.
The Practice Audit grades your current schema posture and citation visibility on every dimension AiPRO would address. After the report lands, the right tier (Foundation, Growth, or Dominance) usually becomes obvious within ten minutes of reading.