Real ChatGPT answer · index seedZ6NivdKDfoYcompleteTelecom and utilities · energy efficiencyinformational

What specific U-factor and solar heat gain coefficient numbers should I look for in double pane windows to stop heat loss in a drafty bedroom?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What specific U-factor and solar heat gain coefficient numbers should I look for in double pane windows to stop heat loss in a drafty bedroom?
2 real searches · 1 real-search pass
California Energy Commission window U-factor SHGC residential climate zones Watsonville CaliforniaGoogle ↗
OBSERVEDReason
ENERGY STAR residential windows U-factor SHGC climate zone Northern California replacement windows guidanceGoogle ↗
OBSERVEDOther / navigational

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 / navigational50%ComparisonConsequenceReason50%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
California Energy Commission window U-factor SHGC residential climate zones Watsonville California Google ↗
ENERGY STAR residential windows U-factor SHGC climate zone Northern California replacement windows guidance Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
California Energy Commission window U-factor SHGC residential climate zones Watsonville California
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
ENERGY STAR residential windows U-factor SHGC climate zone Northern California replacement windows guidance
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1