Real ChatGPT answer · index seedDgnegIQF3agcompleteReal estate · new constructioninformational

We are trying to decide if upgrading to a triple pane energy efficient window package is actually worth the extra cost for retirement living utility bills in the Midwest.

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
We are trying to decide if upgrading to a triple pane energy efficient window package is actually worth the extra cost for retirement living utility bills in the Midwest.
3 real searches · 1 real-search pass
ENERGY STAR window replacement triple pane double pane energy savings payback Midwest climate zonesGoogle ↗
OBSERVED
Department of Energy triple pane windows energy savings cost effectiveness cold climate double pane low-eGoogle ↗
OBSERVED
Midwest utility window replacement triple pane payback energy savings studyGoogle ↗
OBSERVED

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.

Classifying 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
ENERGY STAR window replacement triple pane double pane energy savings payback Midwest climate zones Google ↗
Department of Energy triple pane windows energy savings cost effectiveness cold climate double pane low-e Google ↗
Midwest utility window replacement triple pane payback energy savings study Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
ENERGY STAR window replacement triple pane double pane energy savings payback Midwest climate zones
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Department of Energy triple pane windows energy savings cost effectiveness cold climate double pane low-e
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Midwest utility window replacement triple pane payback energy savings study
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1