Real ChatGPT answer · index seedlEXya7Enh3ocompleteHealth and wellness · doctors and providersinformational

Can you explain how Zocdoc review ratings actually work for specialists in the Chicago area because I keep seeing conflicting star counts for orthopedic surgeons my business partner is considering?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you explain how Zocdoc review ratings actually work for specialists in the Chicago area because I keep seeing conflicting star counts for orthopedic surgeons my business partner is considering?
3 real searches · 1 real-search pass
Zocdoc how doctor reviews ratings calculated verified appointments review policy multiple profiles specialistsGoogle ↗
OBSERVED
Zocdoc orthopedic surgeon Chicago ratings reviews different star counts profile duplicatesGoogle ↗
OBSERVED
Zocdoc review guidelines ratings doctor profile reviews appointment verifiedGoogle ↗
OBSERVED

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.

Classifying 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
Zocdoc how doctor reviews ratings calculated verified appointments review policy multiple profiles specialists Google ↗
Zocdoc orthopedic surgeon Chicago ratings reviews different star counts profile duplicates Google ↗
Zocdoc review guidelines ratings doctor profile reviews appointment verified Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Zocdoc how doctor reviews ratings calculated verified appointments review policy multiple profiles specialists
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Zocdoc orthopedic surgeon Chicago ratings reviews different star counts profile duplicates
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Zocdoc review guidelines ratings doctor profile reviews appointment verified
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1