Are lawyers on Thumbtack legitimate or are they just ambulance chasers looking for quick cash from scared people
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are lawyers on Thumbtack legitimate or are they just ambulance chasers looking for quick cash from scared people
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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Thumbtack legal services lawyer screening licensing verification reviews attorney profile terms Google ↗
Virginia State Bar lawyer search attorney disciplinary history verify lawyer Google ↗
- Terms of Use · thumbtack.com
- Terms of Use · thumbtack.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Thumbtack legal services lawyer screening licensing verification reviews attorney profile terms OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 | |
Virginia State Bar lawyer search attorney disciplinary history verify lawyer OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |