Real ChatGPT answer · index seedkAEQIWW1MJocompleteHome services and improvement · contractors and remodelingcommercial
What red flags should I look for in contractor reviews on Yelp and Google before hiring them
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What red flags should I look for in contractor reviews on Yelp and Google before hiring them
1 real search · 1 real-search pass
consumer protection advice hiring home improvement contractor warning signs reviews complaints deposits licensing 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
consumer protection advice hiring home improvement contractor warning signs reviews complaints deposits licensing insurance written contract Google ↗
- DPOR CONSUMER GUIDE: Hiring A Contractor | Virginia Department of Professional and Occupational Regulation · dpor.virginia.gov
- How To Avoid a Home Improvement Scam · consumer.ftc.gov
- Virginia Contractor License Lookup · dpor.virginia.gov