Real ChatGPT answer · index seed2Qh76ZuaIV0completeHome services and improvement · solar panelsinformational
What is the best roof angle and orientation for maximizing solar panel energy production in the northeast US
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The searches the AI actually ran for this prompt.
SEED QUERY
What is the best roof angle and orientation for maximizing solar panel energy production in the northeast US
1 real search · 1 real-search pass
Northeast United States optimal fixed solar panel tilt angle south orientation annual energy production NREL PVWattsGoogle ↗
OBSERVEDComparison
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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
Northeast United States optimal fixed solar panel tilt angle south orientation annual energy production NREL PVWatts Google ↗
- Best Practices for Siting Solar · docs.nrel.gov
- Solar Energy Guide for Homebuilders · energy.gov
- Integration of Rooftop · nrel.gov
- Implementing Solar · nrel.gov
- Solar Orientation For Solar Arrays and Panels · basc.pnnl.gov