How do I verify if a local contractor recommended by my neighbor actually has valid licensing and good reviews online
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I verify if a local contractor recommended by my neighbor actually has valid licensing and good reviews online
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
California CSLB contractor license lookup verify license bond disciplinary history official Google ↗
California contractor reviews complaints verify business BBB Yelp Google reviews consumer advice Google ↗
- CSLB Check a License · cslb.ca.gov
- Search contractor on Google Maps · google.com
- Search Yelp · yelp.com
- Search BBB · bbb.org
- Search Angi · angi.com
- Checking A Company's Background | State of California - Department of Justice · oag.ca.gov
- CONSUMER E DUCATION SERIES · cslb.ca.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
California CSLB contractor license lookup verify license bond disciplinary history official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
California contractor reviews complaints verify business BBB Yelp Google reviews consumer advice OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |