Real ChatGPT answer · index seedFSZc9V2yKIAcompleteReal estate · new constructioncomparison

What are the pros and cons of the energy efficient window package offered by Toll Brothers for homes in the northeast?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the pros and cons of the energy efficient window package offered by Toll Brothers for homes in the northeast?
2 real searches · 1 real-search pass
Toll Brothers energy efficient window package Northeast specifications windows Low-E argon U-factorGoogle ↗
OBSERVEDComparison
Toll Brothers energy efficient features windows Northeast home packageGoogle ↗
OBSERVEDComparison

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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / 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
Toll Brothers energy efficient window package Northeast specifications windows Low-E argon U-factor Google ↗
Toll Brothers energy efficient features windows Northeast home package Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Toll Brothers energy efficient window package Northeast specifications windows Low-E argon U-factor
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Toll Brothers energy efficient features windows Northeast home package
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1