Real ChatGPT answer · index seedd9HhHlL7lb8completeHome services and improvement · contractors and remodelinginformational

How can I tell if a five-star rating on HomeAdvisor for a local remodeling contractor was actually written by a real customer?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How can I tell if a five-star rating on HomeAdvisor for a local remodeling contractor was actually written by a real customer?
1 real search · 1 real-search pass
HomeAdvisor review verification process customer reviews how verified official policy fake reviews FTC guidanceGoogle ↗
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 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
HomeAdvisor review verification process customer reviews how verified official policy fake reviews FTC guidance Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
HomeAdvisor review verification process customer reviews how verified official policy fake reviews FTC guidance
OBSERVED
Google ↗
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