Real ChatGPT answer · index seedVfx51xyR9uUcompleteHome services and improvement · solar panelscommercial
What roof angle and orientation are considered absolute worst case scenarios for solar efficiency so I can check my architectural plans
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The searches the AI actually ran for this prompt.
SEED QUERY
What roof angle and orientation are considered absolute worst case scenarios for solar efficiency so I can check my architectural plans
1 real search · 1 real-search pass
optimal solar panel roof orientation tilt angle north facing roof pitch Pennsylvania NRELGoogle ↗
OBSERVED
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Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
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Searches and sources
ChatGPT1 real searches · gpt-6
optimal solar panel roof orientation tilt angle north facing roof pitch Pennsylvania NREL Google ↗
- Siting Solar Photovoltaics at · nrel.gov
- Solar Energy Guide for Homebuilders · energy.gov