Real ChatGPT answer · index seedSpSy6UY4tdYcompleteHome services and improvement · contractors and remodelingcommercial

How do I filter HomeAdvisor contractor reviews to spot fake feedback when hiring someone for major office remodeling work?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How do I filter HomeAdvisor contractor reviews to spot fake feedback when hiring someone for major office remodeling work?
1 real search · 1 real-search pass
HomeAdvisor review verification fake reviews contractor reviews commercial remodeling screening advice 2026Google ↗
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 fake reviews contractor reviews commercial remodeling screening advice 2026 Google ↗
  1. How To Evaluate Online Reviews · consumer.ftc.gov
  2. HomeAdvisor Official Ratings & Reviews · homeadvisor.com
  3. HomeAdvisor · homeadvisor.com
  4. How To Avoid a Home Improvement Scam · consumer.ftc.gov
  5. How to Find and Hire a Good Contractor · homeadvisor.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
HomeAdvisor review verification fake reviews contractor reviews commercial remodeling screening advice 2026
OBSERVED
Google ↗
AI Mode ↗
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