Real ChatGPT answer · index seedBCKsvevXx9wcompleteReal estate · new constructionbrand

Compare the true R value and solar heat gain coefficients of the standard vinyl windows in a Ryan Homes package versus upgrading to fiberglass frames.

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the true R value and solar heat gain coefficients of the standard vinyl windows in a Ryan Homes package versus upgrading to fiberglass frames.
2 real searches · 1 real-search pass
Ryan Homes standard vinyl windows U-factor SHGC specifications package fiberglass upgrade window performanceGoogle ↗
OBSERVED
fiberglass vs vinyl windows whole window U factor SHGC NFRC comparisonGoogle ↗
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
Ryan Homes standard vinyl windows U-factor SHGC specifications package fiberglass upgrade window performance Google ↗
fiberglass vs vinyl windows whole window U factor SHGC NFRC comparison Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Ryan Homes standard vinyl windows U-factor SHGC specifications package fiberglass upgrade window performance
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
fiberglass vs vinyl windows whole window U factor SHGC NFRC comparison
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1