Real ChatGPT answer · index seedSktH9VPOOb0completeTelecom and utilities · energy efficiencycomparison

Are double pane windows from Lowes or Home Depot better for keeping my house cool in the summer and how do their ratings compare

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are double pane windows from Lowes or Home Depot better for keeping my house cool in the summer and how do their ratings compare
1 real search · 1 real-search pass
Lowe's vs Home Depot double pane replacement windows NFRC ratings SHGC U-factor TexasGoogle ↗
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
Lowe's vs Home Depot double pane replacement windows NFRC ratings SHGC U-factor Texas Google ↗
  1. High Performing Windows or Storm Windows · energystar.gov
  2. nfrc.org · nfrc.org
  3. Replacement Window Buying Guide · lowes.com
  4. Guide to Energy-Efficient Windows · energy.gov
  5. View at Home Depot · homedepot.com
  6. View at Home Depot · homedepot.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Lowe's vs Home Depot double pane replacement windows NFRC ratings SHGC U-factor Texas
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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