Real ChatGPT answer · index seedHT9mi6EYThUcompleteTelecom and utilities · energy efficiencycomparison
Between Lowe s and Champion, which double pane windows offer better energy efficiency ratings for an urgent whole house install?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Between Lowe s and Champion, which double pane windows offer better energy efficiency ratings for an urgent whole house install?
1 real search · 1 real-search pass
Lowe's window installation replacement windows NFRC ratings ENERGY STAR Champion Windows energy efficiency NFRC ratings Texas whole house installationGoogle ↗
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 window installation replacement windows NFRC ratings ENERGY STAR Champion Windows energy efficiency NFRC ratings Texas whole house installation Google ↗
- What makes it ENERGY STAR? · energystar.gov
- Residential Windows, Doors, & Skylights · energystar.gov
- nfrc.org · nfrc.org
- FAQ · nfrc.org
- Choosing Replacement Windows · consumerreports.org
- High Performing Windows or Storm Windows · energystar.gov