I am trying to help my husband budget for his plumbing license exam preparation materials and testing fees, so what is the total out-of-pocket cost we should expect?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I am trying to help my husband budget for his plumbing license exam preparation materials and testing fees, so what is the total out-of-pocket cost we should expect?
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
California CSLB C-36 plumbing contractor license application examination fees initial license fee 2026 official Google ↗
California C-36 plumbing contractor exam preparation books course prices 2026 Google ↗
- List of All CSLB Fees · cslb.ca.gov
- Application For Original Contractors License -CSLB · cslb.ca.gov
- Issuing My License · cslb.ca.gov
- How do you get a C-36 plumbing contractor license in California? · licenseladder.com
- California Plumbing Contractors C-36 License & Exam Prep · rocketcert.com
- Plumbing Contractor License Exam Prep (C-36) · contractorsclassroom.com
- Plumbing (C-36) Study Guide Book | CSLB Exam Prep · peerlessinstitute.com
- C-36 Plumbing Study Guide · cslb.ca.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
California CSLB C-36 plumbing contractor license application examination fees initial license fee 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
California C-36 plumbing contractor exam preparation books course prices 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |