Real ChatGPT answer · index seedP7OMtdV1GSAcompleteReal estate · new constructioncomparison

Is an energy efficient window package from KB Home actually going to save me money over the life of a 30 year mortgage?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is an energy efficient window package from KB Home actually going to save me money over the life of a 30 year mortgage?
3 real searches · 1 real-search pass
KB Home energy efficient window package specifications Low-E windows upgradeGoogle ↗
OBSERVED
ENERGY STAR windows replacement savings lifetime energy savings climate zone 4 VirginiaGoogle ↗
OBSERVED
U.S. Department of Energy energy efficient windows savings low-e double pane windowsGoogle ↗
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
KB Home energy efficient window package specifications Low-E windows upgrade Google ↗
ENERGY STAR windows replacement savings lifetime energy savings climate zone 4 Virginia Google ↗
U.S. Department of Energy energy efficient windows savings low-e double pane windows Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
KB Home energy efficient window package specifications Low-E windows upgrade
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
ENERGY STAR windows replacement savings lifetime energy savings climate zone 4 Virginia
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
U.S. Department of Energy energy efficient windows savings low-e double pane windows
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1