Real ChatGPT answer · index seedw4uqgjOeviccompleteHome services and improvement · contractors and remodelingcomparison
Can you compare Angi versus Thumbtack for finding reliable local foundation repair contractors who wont rip off a recent college grad?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare Angi versus Thumbtack for finding reliable local foundation repair contractors who wont rip off a recent college grad?
1 real search · 1 real-search pass
Angi vs Thumbtack for hiring contractors fees screening reviews guarantees; California CSLB foundation repair contractor license verificationGoogle ↗
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
Angi vs Thumbtack for hiring contractors fees screening reviews guarantees; California CSLB foundation repair contractor license verification Google ↗
- Check a contractor's license · cslb.ca.gov
- How do I find the right licensed contractor? · cslb.ca.gov
- Frequently Asked Questions · angi.com