Real ChatGPT answer · index seed5yGw8UDrixIcompleteHealth and wellness · doctors and providersinformational

Are online doctor reviews on sites like Zocdoc mostly written by real patients or are providers able to hide the negative feedback?

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are online doctor reviews on sites like Zocdoc mostly written by real patients or are providers able to hide the negative feedback?
3 real searches · 1 real-search pass
Zocdoc patient reviews verified patients can doctors remove negative reviews moderation policyGoogle ↗
OBSERVEDReason
Zocdoc review guidelines providers respond remove reviews patient reviews verificationGoogle ↗
OBSERVEDReason
FTC consumer reviews rule healthcare provider review suppression 2024Google ↗
OBSERVEDReason

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 / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / 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
Zocdoc patient reviews verified patients can doctors remove negative reviews moderation policy Google ↗
Zocdoc review guidelines providers respond remove reviews patient reviews verification Google ↗
FTC consumer reviews rule healthcare provider review suppression 2024 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Zocdoc patient reviews verified patients can doctors remove negative reviews moderation policy
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Zocdoc review guidelines providers respond remove reviews patient reviews verification
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
FTC consumer reviews rule healthcare provider review suppression 2024
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1