Real ChatGPT answer · index seedxPEvi8QHcM4completeHome services and improvement · contractors and remodelingcomparison
Is hiring a design-build firm more efficient than contracting an independent architect and a separate general contractor for a major master suite addition in California?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is hiring a design-build firm more efficient than contracting an independent architect and a separate general contractor for a major master suite addition in California?
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). 1 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 design build contractor license contract requirements home addition design build architect contractor Google ↗
California architect owner contractor separate design bid build versus design build residential construction guidance Google ↗
- Project Procurement · aiacalifornia.org
- A primer on project delivery terms · aia.org
- Construction Basics for Owners: Design-Bid-Build vs. Design-Build · learn.aiacontracts.com
- Written Contract Requirement · cab.ca.gov
- What Kind of Contractor Do You Need? · cslb.ca.gov
- What Kind of Contractor Do You Need? · www2.cslb.ca.gov
- What should I look for in a contract and binding agreements? · www2.cslb.ca.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
California CSLB design build contractor license contract requirements home addition design build architect contractor OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
California architect owner contractor separate design bid build versus design build residential construction guidance OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |