Real ChatGPT answer · index seedhcJCIpa0DlQcompleteTelecom and utilities · energy efficiencyinformational

What is the difference between ENERGY STAR certified double pane windows and standard ones when it comes to winter heat loss in my drafty living room?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What is the difference between ENERGY STAR certified double pane windows and standard ones when it comes to winter heat loss in my drafty living room?
2 real searches · 1 real-search pass
ENERGY STAR residential windows doors skylights criteria U-factor climate zone North Carolina winter heat loss Low-E double paneGoogle ↗
OBSERVEDComparison
Department of Energy energy efficient windows reduce heat loss air leakage weatherstripping drafty windowsGoogle ↗
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 (2)
Short factOther / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
ENERGY STAR residential windows doors skylights criteria U-factor climate zone North Carolina winter heat loss Low-E double pane Google ↗
Department of Energy energy efficient windows reduce heat loss air leakage weatherstripping drafty windows Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
ENERGY STAR residential windows doors skylights criteria U-factor climate zone North Carolina winter heat loss Low-E double pane
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Department of Energy energy efficient windows reduce heat loss air leakage weatherstripping drafty windows
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1