Real ChatGPT answer · index seedQxDeAhbUV3ccompleteHome services and improvement · contractors and remodelingcomparison

Why are HomeAdvisor contractor reviews sometimes so mixed for the exact same local remodeling company in my zip code

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

The searches the AI actually ran for this prompt.

SEED QUERY
Why are HomeAdvisor contractor reviews sometimes so mixed for the exact same local remodeling company in my zip code
1 real search · 1 real-search pass
HomeAdvisor Angi reviews contractor screening review policies verified customer reviews complaints remodeling contractors mixed reviewsGoogle ↗
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 (1)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
HomeAdvisor Angi reviews contractor screening review policies verified customer reviews complaints remodeling contractors mixed reviews Google ↗
  1. Home Advisor Legal Center · legal.homeadvisor.com
  2. HomeAdvisor · homeadvisor.com
  3. What’s the Status of a Review? · intercom.help
  4. Frequently Asked Questions · angi.com
  5. Florida DBPR license search · myfloridalicense.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
HomeAdvisor Angi reviews contractor screening review policies verified customer reviews complaints remodeling contractors mixed reviews
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1