How do I check if a roofing contractor quoting my commercial building in Lehi is a legitimate local business or a traveling storm chaser?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I check if a roofing contractor quoting my commercial building in Lehi is a legitimate local business or a traveling storm chaser?
3 real searches · 1 real-search pass
Utah DOPL contractor license lookup roofing contractor verify license Utah officialGoogle ↗
OBSERVEDShort fact
Utah Division of Consumer Protection storm chaser roofing contractor warning insurance assignment of benefits UtahGoogle ↗
OBSERVEDConsequence
Lehi Utah city business license contractor requirements roofing officialGoogle ↗
OBSERVEDInstruction
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Utah DOPL contractor license lookup roofing contractor verify license Utah official Google ↗
Utah Division of Consumer Protection storm chaser roofing contractor warning insurance assignment of benefits Utah Google ↗
Lehi Utah city business license contractor requirements roofing official Google ↗
- Utah Division of Professional Licensing · dopl.utah.gov
- Utah Division of Corporations and Commercial Code · businessregistration.utah.gov
- Lehi City Business Licensing · lehi-ut.gov
- Contractor Fraud · insurance.utah.gov
- Roofing Scams? “Hail” yes! · insurance.utah.gov
- When Contractors Can’t Be Trusted · commerce.utah.gov
- Utah DOPL License Lookup · secure.utah.gov
- Utah Construction Business Registry · db.dopl.utah.gov
- Better Business Bureau · bbb.org
- DOPL Construction Business Registry · services.commerce.utah.gov
- Search · secure.utah.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Utah DOPL contractor license lookup roofing contractor verify license Utah official OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
Utah Division of Consumer Protection storm chaser roofing contractor warning insurance assignment of benefits Utah OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Lehi Utah city business license contractor requirements roofing official OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |