Real ChatGPT answer · index seedYoVJgyPl6hUcompleteTelecom and utilities · energy efficiencycommercial
I need recommendations for double pane windows from Lowes that will not break my entry level job budget but will actually cut down my electric bill
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need recommendations for double pane windows from Lowes that will not break my entry level job budget but will actually cut down my electric bill
1 real search · 1 real-search pass
Lowe's double pane vinyl replacement windows prices Low-E argon energy efficiency 2026Google ↗
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
Lowe's double pane vinyl replacement windows prices Low-E argon energy efficiency 2026 Google ↗