Real ChatGPT answer · index seedNL1ej6fpFRYcompleteTelecom and utilities · energy efficiencycommercial
What are the actual utility bill savings from installing double pane windows from Lowe s in a drafty off-campus rental house?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the actual utility bill savings from installing double pane windows from Lowe s in a drafty off-campus rental house?
1 real search · 1 real-search pass
actual energy bill savings double pane replacement windows single pane house ENERGY STAR savings estimate air sealing drafty homeGoogle ↗
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
actual energy bill savings double pane replacement windows single pane house ENERGY STAR savings estimate air sealing drafty home Google ↗
- ENERGY STAR City Savings Estimates | | | | | | CITY | | STATE · nfrc.org
- Methodology for ENERGY STAR Savings Estimates for Windows · energystar.gov
- Residential Windows, Doors, & Skylights · energystar.gov
- Methodology for Estimated Energy Savings · energystar.gov
- High Performing Windows or Storm Windows · energystar.gov