Real ChatGPT answer · index seedMpBHx8LzCtYcompleteHome services and improvement · contractors and remodelinginformational

How do contractor review platforms like HomeAdvisor verify ratings and what warning signs indicate fake feedback?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do contractor review platforms like HomeAdvisor verify ratings and what warning signs indicate fake feedback?
2 real searches · 1 real-search pass
HomeAdvisor Angi review verification process verified reviews fraud screening policy contractor reviewsGoogle ↗
OBSERVED
FTC consumer advice fake online reviews warning signs review manipulation contractor reviewsGoogle ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
HomeAdvisor Angi review verification process verified reviews fraud screening policy contractor reviews Google ↗
FTC consumer advice fake online reviews warning signs review manipulation contractor reviews Google ↗
  1. How To Evaluate Online Reviews · consumer.ftc.gov
  2. FTC warns businesses about fake reviews · consumer.ftc.gov
  3. HomeAdvisor Official Ratings & Reviews · homeadvisor.com
  4. Reviews: Frequently Asked Questions · intercom.help
  5. What’s the Status of a Review? · intercom.help
  6. HomeAdvisor · homeadvisor.com
  7. Home Advisor Legal Center · legal.homeadvisor.com
  8. Frequently Asked Questions · angi.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
HomeAdvisor Angi review verification process verified reviews fraud screening policy contractor reviews
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
FTC consumer advice fake online reviews warning signs review manipulation contractor reviews
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1