Real ChatGPT answer · index seedSvEgFl2FZXIcompleteTelecom and utilities · energy efficiencycommercial

Are Lowe's double pane replacement windows really effective at stopping drafts and lowering winter heating costs?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are Lowe's double pane replacement windows really effective at stopping drafts and lowering winter heating costs?
1 real search · 1 real-search pass
Lowe's double pane replacement windows energy efficiency U-factor Low-E argon installation warrantyGoogle ↗
OBSERVEDReason

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 / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Lowe's double pane replacement windows energy efficiency U-factor Low-E argon installation warranty
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
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