Real ChatGPT answer · index seedUyrUxZIN0Q8completeHome services and improvement · contractors and remodelinginformational
What red flags should I look for when analyzing HomeAdvisor contractor reviews for general remodeling companies in my area?
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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 when analyzing HomeAdvisor contractor reviews for general remodeling companies in my area?
1 real search · 1 real-search pass
HomeAdvisor contractor reviews red flags fake reviews complaints Pennsylvania home improvement contractor registrationGoogle ↗
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)
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 contractor reviews red flags fake reviews complaints Pennsylvania home improvement contractor registration Google ↗
- Pennsylvania Home Improvement Contractor Search · hicsearch.attorneygeneral.gov
- Home Improvement Contractor Registration · attorneygeneral.gov
- Frequently Asked Questions · attorneygeneral.gov
- PA Attorney General Home Improvement Consumer Guidance · attorneygeneral.gov
- Better Business Bureau · bbb.org
- Contractor Licensing | Department of Labor and Industry · pa.gov