Real ChatGPT answer · index seedciBwDheAjlUcompleteHome services and improvement · contractors and remodelingcommercial
What hidden costs should I expect when getting quotes from general contractors for a standard twelve by twenty feet room addition?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What hidden costs should I expect when getting quotes from general contractors for a standard twelve by twenty feet room addition?
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
Beaumont California room addition permit fees building department plan check fees 2026 residential addition Google ↗
California 2026 room addition hidden costs foundation HVAC electrical permit cost contingency general contractor Google ↗
- Microsoft Word · ca-beaumont2.civicplus.com
- APPENDIX C · pub-beaumont.escribemeetings.com
- Assessors' Handbook Section 531, Residential Building Costs · boe.ca.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Beaumont California room addition permit fees building department plan check fees 2026 residential addition OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
California 2026 room addition hidden costs foundation HVAC electrical permit cost contingency general contractor OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |