Real ChatGPT answer · index seedqjTHtOCBk3scompleteHome services and improvement · contractors and remodelingcomparison
Are local handymen through Thumbtack safer to hire than independent contractors for minor bathroom updates around my senior living home?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are local handymen through Thumbtack safer to hire than independent contractors for minor bathroom updates around my senior living home?
1 real search · 1 real-search pass
Thumbtack background checks guarantees insurance hiring pros official safety policy Florida handyman contractor licensing bathroom remodeling minor repairsGoogle ↗
OBSERVEDComparison
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
Thumbtack background checks guarantees insurance hiring pros official safety policy Florida handyman contractor licensing bathroom remodeling minor repairs Google ↗
- Safety · thumbtack.com
- Your Safety · thumbtack.com
- Guarantee · thumbtack.com
- Florida License Verification · myfloridalicense.com
- How to Protect Yourself: Contractors · myfloridalegal.com
- Hire a Florida Licensed Professional · www2.myfloridalicense.com
Queries
1 queries · click a column to sort