Real ChatGPT answer · index seed0ce4KtqSFyQcompleteHome services and improvement · contractors and remodelinginformational

How much does Lowes actually charge for labor when installing base cabinets compared to hiring an independent contractor for a kitchen remodel starting this week?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How much does Lowes actually charge for labor when installing base cabinets compared to hiring an independent contractor for a kitchen remodel starting this week?
1 real search · 1 real-search pass
Lowe's cabinet installation labor cost base cabinets 2026; Long Island NY kitchen cabinet installation labor cost independent contractor 2026Google ↗
OBSERVEDComparison

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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
Lowe's cabinet installation labor cost base cabinets 2026; Long Island NY kitchen cabinet installation labor cost independent contractor 2026 Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Lowe's cabinet installation labor cost base cabinets 2026; Long Island NY kitchen cabinet installation labor cost independent contractor 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1