Real ChatGPT answer · index seed1uo3G5nxzhgcompleteHome services and improvement · flooringcommercial

Which home improvement store has more reliable third-party carpet installers based on recent customer feedback?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which home improvement store has more reliable third-party carpet installers based on recent customer feedback?
1 real search · 1 real-search pass
Home Depot vs Lowe's carpet installation third party installers recent customer reviews 2025 2026 Trenton NJGoogle ↗
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).

Searches and sources

ChatGPT1 real searches · gpt-6
Home Depot vs Lowe's carpet installation third party installers recent customer reviews 2025 2026 Trenton NJ Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Home Depot vs Lowe's carpet installation third party installers recent customer reviews 2025 2026 Trenton NJ
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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