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AEO / AI Search · Schema Markup

What Schema Markup Does a Cosmetic Practice Need for AI Search?

The Short Answer

Schema markup is the primary technical signal that tells AI search systems what your practice is, who it serves, and what credentials it holds. The right schema types can dramatically increase AI citation rates.

What schema types matter most for cosmetic practices?

Physician schema on provider bio pages establishes provider identity and credentials for AI systems. MedicalClinic schema on the homepage establishes your practice as a recognized medical entity. FAQPage schema on procedure pages is the primary pathway to Google AI Overviews. LocalBusiness schema with accurate NAP ensures AI systems can identify your location correctly.

How do you implement FAQPage schema for a cosmetic procedure page?

FAQPage schema is added as JSON-LD in the head section of the page. It contains structured question and answer pairs matching content on the page. Questions should be written in natural language matching how patients actually search. Answers should be comprehensive, 100 to 200 words each, and genuinely informative rather than promotional.

What is the most common schema implementation mistake?

Implementing schema that does not match the visible content on the page. Google and AI systems verify that schema data is consistent with what users see. Physician schema claiming board certifications not mentioned anywhere on the page creates a trust mismatch. Schema should organize and reinforce existing content, not add claims absent from the page.

How quickly does schema implementation affect AI search visibility?

FAQ schema showing up in Google AI Overviews typically takes 45 to 90 days from implementation for pages with existing authority. MedicalClinic and Physician schema affects AI entity understanding over a similar timeline as AI systems recrawl and update their knowledge. Perplexity tends to index faster, often producing citations within 20 to 45 days of implementation.

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