Real ChatGPT answer · index seeddODnpRYbXOQcompleteReal estate · housing marketscomparison

How do contractor remodeling cost estimates for bathroom updates compare when using big box store design services versus independent local contractors

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do contractor remodeling cost estimates for bathroom updates compare when using big box store design services versus independent local contractors
2 real searches · 1 real-search pass
2026 bathroom remodel cost Home Depot Lowe's installation independent contractor comparison costsGoogle ↗
OBSERVEDComparison
San Antonio Texas bathroom remodel average cost 2026 contractor labor materialsGoogle ↗
OBSERVEDShort fact

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)
Short fact50%Other / navigationalComparison50%ConsequenceReasonDefinitionInstructionYes / no

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
2026 bathroom remodel cost Home Depot Lowe's installation independent contractor comparison costs Google ↗
San Antonio Texas bathroom remodel average cost 2026 contractor labor materials Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 bathroom remodel cost Home Depot Lowe's installation independent contractor comparison costs
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
San Antonio Texas bathroom remodel average cost 2026 contractor labor materials
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1