Real ChatGPT answer · index seedYpubsjChkF8completeReal estate · home inspectionsinformational

Can you walk me through what happens after you read a negative contractor review online and whether it is smart to still get a quote from them for our home repairs

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you walk me through what happens after you read a negative contractor review online and whether it is smart to still get a quote from them for our home repairs
1 real search · 1 real-search pass
Pennsylvania home improvement contractor registration verify official Attorney General Home Improvement Consumer Protection Act complaints insurance written contractGoogle ↗
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
Pennsylvania home improvement contractor registration verify official Attorney General Home Improvement Consumer Protection Act complaints insurance written contract Google ↗
  1. Home Improvement Contractor Verification · attorneygeneral.gov
  2. Frequently Asked Questions · attorneygeneral.gov
  3. HOME IMPROVEMENT Consumer Protection Act · attorneygeneral.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Pennsylvania home improvement contractor registration verify official Attorney General Home Improvement Consumer Protection Act complaints insurance written contract
OBSERVED
Google ↗
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