Real ChatGPT answer · index seed4iyUxaMuh0ccompleteTelecom and utilities · energy efficiencycomparison
Do Low E double pane windows from Lowe and s pay for themselves through energy savings within five years in colder climates?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Do Low E double pane windows from Lowe and s pay for themselves through energy savings within five years in colder climates?
3 real searches · 1 real-search pass
Energy Star window replacement savings payback period cold climate low-e double pane windows replacement cost energy savingsGoogle ↗
OBSERVEDComparison
Lowe's Reliabilt Low-E double pane replacement windows energy performance U-factor SHGCGoogle ↗
OBSERVEDReason
Department of Energy replacing windows energy savings payback old single pane windowsGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Energy Star window replacement savings payback period cold climate low-e double pane windows replacement cost energy savings Google ↗
Lowe's Reliabilt Low-E double pane replacement windows energy performance U-factor SHGC Google ↗
Department of Energy replacing windows energy savings payback old single pane windows Google ↗
- Window Types and Technologies · energy.gov
- Methodology for ENERGY STAR Savings Estimates for Windows · energystar.gov
- Guide to Energy-Efficient Windows · energy.gov
- Window Retrofit Technologies / Minnesota Department of Commerce · mn.gov
- Energy Star Program · reliabilt.atriumwindows.com
- Energy Savings · reliabilt.atriumwindows.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Energy Star window replacement savings payback period cold climate low-e double pane windows replacement cost energy savings OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Lowe's Reliabilt Low-E double pane replacement windows energy performance U-factor SHGC OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Department of Energy replacing windows energy savings payback old single pane windows OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |