Real ChatGPT answer · index seedc4SmIzBDBvocompleteTelecom and utilities · energy efficiencyinformational

Are low e double pane windows really worth the money for lowering my summer electric bills in an older house

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are low e double pane windows really worth the money for lowering my summer electric bills in an older house
2 real searches · 1 real-search pass
Phoenix Arizona low-e double pane window energy savings summer solar heat gain factor ENERGY STAR windows hot climateGoogle ↗
OBSERVEDReason
Arizona utility energy efficiency attic insulation solar screens window replacement cost effectiveness older homeGoogle ↗
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 (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
Phoenix Arizona low-e double pane window energy savings summer solar heat gain factor ENERGY STAR windows hot climate Google ↗
Arizona utility energy efficiency attic insulation solar screens window replacement cost effectiveness older home Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Phoenix Arizona low-e double pane window energy savings summer solar heat gain factor ENERGY STAR windows hot climate
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Arizona utility energy efficiency attic insulation solar screens window replacement cost effectiveness older home
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1