Medical practices have a structured data opportunity that most are not taking advantage of. The schema.org vocabulary includes types specifically designed for healthcare entities: Physician, MedicalOrganization, MedicalSpecialty, and more. These types allow a practice to communicate, in machine-readable terms, exactly who they are, what conditions they treat, what procedures they perform, and which providers work there. When implemented correctly, this markup feeds directly into Google's Knowledge Graph and into the training and retrieval processes of AI search systems.
The foundation for any medical practice is the MedicalOrganization or Physician markup depending on whether the entity is an institution or an individual provider. A group practice with multiple physicians would use MedicalOrganization as the parent entity, with individual Physician records linked through the 'employee' or 'member' relationships. Each Physician record should include their medical specialty using the MedicalSpecialty type, their degrees and certifications as text, and their practice location linked back to the organization.
Local business signals remain important alongside the medical-specific schema. Practice locations need PostalAddress data, opening hours, phone numbers, and geographic coordinates. Each location should be its own LocalBusiness or MedicalClinic entity linked to the parent organization. This hierarchy matters because AI systems use it to answer geographic queries: 'which orthopedic surgeons are within 10 miles of downtown Nashville' requires both geographic data and specialty data to be connected in the schema graph.
FAQPage schema is among the highest-impact additions for medical practices because it directly enables inclusion in AI-generated answers. When a practice publishes answers to common patient questions in FAQPage format, AI systems can extract those answers and serve them in response to patient queries. The questions should reflect what patients actually ask during their healthcare decision journey, not marketing copy framed as questions. Condition-specific FAQs, procedure FAQs, and insurance and appointment FAQs all serve different stages of the patient journey and should each be implemented on the relevant service pages.