Real ChatGPT answer · index seedaMZ712cgyXAcompleteHome services and improvement · contractors and remodelingcommercial

Compare the thermal performance and U-factor ratings of Pella triple-pane vinyl windows versus standard double-pane fiberglass units in Climate Zone 6.

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the thermal performance and U-factor ratings of Pella triple-pane vinyl windows versus standard double-pane fiberglass units in Climate Zone 6.
2 real searches · 1 real-search pass
Pella triple pane vinyl window NFRC U-factor triple pane specifications Pella 250 seriesGoogle ↗
OBSERVEDOther / navigational
fiberglass double pane window NFRC U-factor standard double pane fiberglass specificationsGoogle ↗
OBSERVEDReason

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%ComparisonConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
Pella triple pane vinyl window NFRC U-factor triple pane specifications Pella 250 series Google ↗
fiberglass double pane window NFRC U-factor standard double pane fiberglass specifications Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Pella triple pane vinyl window NFRC U-factor triple pane specifications Pella 250 series
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
fiberglass double pane window NFRC U-factor standard double pane fiberglass specifications
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1