Is it cheaper to upgrade my kitchen cabinets through Lennar design center or hire an independent contractor after closing on a new build?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it cheaper to upgrade my kitchen cabinets through Lennar design center or hire an independent contractor after closing on a new build?
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
Lennar design studio cabinet upgrades pricing independent contractor after closing new construction cabinets cost comparison Texas Google ↗
Fort Worth TX cabinet refacing replacement kitchen cabinets installation cost 2026 Google ↗
- Cabinet Refacing Cost in Fort Worth: Worth It vs. Replacing? (2026) · fortworthkitchenremodel.com
- Kitchen Remodeling in Fort Worth, TX · shrtarrant.com
- Kitchen Cabinet Refacing Cost in Fort Worth, TX (2026): $4,300–$19,300 · hometriva.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Lennar design studio cabinet upgrades pricing independent contractor after closing new construction cabinets cost comparison Texas OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Fort Worth TX cabinet refacing replacement kitchen cabinets installation cost 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |