Real ChatGPT answer · index seed05iss87IIYMcompleteReal estate · new constructioncomparison

Is a Pella energy efficient window package actually worth the upgrade cost compared to the standard builder windows for our new company headquarters?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is a Pella energy efficient window package actually worth the upgrade cost compared to the standard builder windows for our new company headquarters?
2 real searches · 1 real-search pass
Pella commercial windows energy performance U-factor SHGC Low-E official specificationsGoogle ↗
OBSERVED
DOE ENERGY STAR windows commercial building energy savings U-factor solar heat gain lifecycle cost 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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
Pella commercial windows energy performance U-factor SHGC Low-E official specifications Google ↗
DOE ENERGY STAR windows commercial building energy savings U-factor solar heat gain lifecycle cost windows Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Pella commercial windows energy performance U-factor SHGC Low-E official specifications
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
DOE ENERGY STAR windows commercial building energy savings U-factor solar heat gain lifecycle cost windows
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1