Real ChatGPT answer · index seedR2GTCbzkN9gcompleteHome services and improvement · contractors and remodelingcommercial
How on earth do I verify if a home remodeling contractor is fully licensed bonded and insured in my state before I hand over any deposit money for a kitchen remodel
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How on earth do I verify if a home remodeling contractor is fully licensed bonded and insured in my state before I hand over any deposit money for a kitchen remodel
2 real searches · 1 real-search pass
Ohio official contractor licensing general remodeling local municipalities Ohio Construction Industry Licensing Board license lookup insurance bond verification consumerGoogle ↗
OBSERVEDYes / no
Cleveland Ohio contractor registration home improvement contractor license official cityGoogle ↗
OBSERVEDDefinition
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
Ohio official contractor licensing general remodeling local municipalities Ohio Construction Industry Licensing Board license lookup insurance bond verification consumer Google ↗
Cleveland Ohio contractor registration home improvement contractor license official city Google ↗
- Ohio Construction Industry Licensing Board · com.ohio.gov
- Contractor Permits · clevelandohio.gov
- Consumer Affairs · clevelandohio.gov
- Ohio Business Entity Search · businesssearch.ohiosos.gov
- Consumer Affairs · clevelandohio.gov
- CLEVELAND MUNICIPAL COURT · clevelandmunicipalcourt.org
- Home Building, Rehab, and DIY Permits · clevelandohio.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Ohio official contractor licensing general remodeling local municipalities Ohio Construction Industry Licensing Board license lookup insurance bond verification consumer OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 | |
Cleveland Ohio contractor registration home improvement contractor license official city OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 |