Real ChatGPT answer · index seediXNgaUJlQlgcompleteTelecom and utilities · energy efficiencycomparison

What are Energy Star ratings for double pane windows and how do Pella windows compare to Anderson when trying to lower my electric bill

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

The searches the AI actually ran for this prompt.

SEED QUERY
What are Energy Star ratings for double pane windows and how do Pella windows compare to Anderson when trying to lower my electric bill
2 real searches · 1 real-search pass
ENERGY STAR residential windows criteria 2026 U-factor SHGC Southern Northern North Central climate zones officialGoogle ↗
OBSERVEDOther / navigational
Pella vs Andersen double pane Low-E glass window energy performance comparison official specsGoogle ↗
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 / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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 criteria 2026 U-factor SHGC Southern Northern North Central climate zones official Google ↗
Pella vs Andersen double pane Low-E glass window energy performance comparison official specs Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
ENERGY STAR residential windows criteria 2026 U-factor SHGC Southern Northern North Central climate zones official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Pella vs Andersen double pane Low-E glass window energy performance comparison official specs
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1