Real ChatGPT answer · index seedCRMjlV3s1oocompleteHome services and improvement · contractors and remodelinglocal
Who are the most affordable licensed general contractors in Austin Texas for a budget kitchen update?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Who are the most affordable licensed general contractors in Austin Texas for a budget kitchen update?
3 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 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
Austin Texas affordable kitchen remodel general contractors budget renovation contractor license requirements Texas Austin 2026 Google ↗
affordable kitchen remodeling general contractors budget kitchen renovation Google ↗
small kitchen remodel contractors Google ↗
- How to Select a Contractor | Austin Development Services · austintexas.gov
- Contractor Registration | Austin Development Services · austintexas.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Austin Texas affordable kitchen remodel general contractors budget renovation contractor license requirements Texas Austin 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
affordable kitchen remodeling general contractors budget kitchen renovation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
small kitchen remodel contractors OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |