Real ChatGPT answer · index seedRY9t7EvpCckcompleteHome services and improvement · contractors and remodelinghowto

How do I read recent HomeAdvisor and Angi contractor reviews to filter out fake 5-star ratings before hiring a local general contractor for a major remodel?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do I read recent HomeAdvisor and Angi contractor reviews to filter out fake 5-star ratings before hiring a local general contractor for a major remodel?
2 real searches · 1 real-search pass
FTC consumer advice fake online reviews contractor reviews spotting fake reviews 2026Google ↗
OBSERVED
South Carolina contractor licensing residential builder major remodeling license requirements officialGoogle ↗
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
FTC consumer advice fake online reviews contractor reviews spotting fake reviews 2026 Google ↗
South Carolina contractor licensing residential builder major remodeling license requirements official Google ↗
  1. Visit Angi · angi.com
  2. Visit HomeAdvisor · homeadvisor.com
  3. Search Google Maps · google.com
  4. Visit BBB · bbb.org
  5. South Carolina Residential Builders Commission · llr.sc.gov
  6. SCLLR · llr.sc.gov
  7. SCLLR · llr.sc.gov
  8. SCLLR · llr.sc.gov
  9. How To Avoid a Home Improvement Scam · consumer.ftc.gov
  10. How to Evaluate Online Reviews · consumer.ftc.gov
  11. FTC warns businesses about fake reviews · consumer.ftc.gov

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
FTC consumer advice fake online reviews contractor reviews spotting fake reviews 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
South Carolina contractor licensing residential builder major remodeling license requirements official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1