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What are the exact technical steps to add conversational FAQ markup that voice AI devices prefer for medical practice websites?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the exact technical steps to add conversational FAQ markup that voice AI devices prefer for medical practice websites?
3 real searches · 1 real-search pass
Google Search Central FAQ structured data guidelines FAQPage health government sites 2026Google ↗
OBSERVEDOther / navigational
Schema.org FAQPage JSON-LD specification mainEntity Question acceptedAnswerGoogle ↗
OBSERVEDOther / navigational
Google Search Central structured data general guidelines JSON-LD medical contentGoogle ↗
OBSERVEDOther / navigational

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (3)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Google Search Central FAQ structured data guidelines FAQPage health government sites 2026 Google ↗
Schema.org FAQPage JSON-LD specification mainEntity Question acceptedAnswer Google ↗
Google Search Central structured data general guidelines JSON-LD medical content Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Search Central FAQ structured data guidelines FAQPage health government sites 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Schema.org FAQPage JSON-LD specification mainEntity Question acceptedAnswer
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Google Search Central structured data general guidelines JSON-LD medical content
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1