Real ChatGPT answer · index seedoj261XZd4xocompleteHome services and improvement · contractors and remodelingcommercial
Can you give me a checklist for finding trustworthy licensed contractors online since I have never hired anyone for home improvement work before and feel completely overwhelmed
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you give me a checklist for finding trustworthy licensed contractors online since I have never hired anyone for home improvement work before and feel completely overwhelmed
2 real searches · 1 real-search pass
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
Pennsylvania Attorney General Home Improvement Consumer Protection Act contractor registration verify official HIC search insurance written contract requirements Google ↗
FTC hiring home improvement contractor tips written estimates insurance references official Google ↗
- Google Maps · maps.google.com
- Better Business Bureau · bbb.org
- Angi · angi.com
- HomeAdvisor · homeadvisor.com
- Houzz · houzz.com
- Pennsylvania Attorney General – Home Improvement Contractor Information · attorneygeneral.gov
- Contractor Licensing | Department of Labor and Industry · pa.gov
- Frequently Asked Questions · attorneygeneral.gov
- Act of Oct. 17, 2008,P.L. 1645, No. 132 Cl. 12 - HOME IMPROVEMENT CONSUMER PROTECTION ACT · palegis.us
- How To Avoid a Home Improvement Scam · consumer.ftc.gov
- How can I find and work with contractors to rebuild after a disaster? · consumerfinance.gov
- Search registered contractors · hicsearch.attorneygeneral.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Pennsylvania Attorney General Home Improvement Consumer Protection Act contractor registration verify official HIC search insurance written contract requirements OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
FTC hiring home improvement contractor tips written estimates insurance references official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |