Real ChatGPT answer · index seedoT4qeoFzSL0completeHome services and improvement · solar panelscomparison

My roofer says our optimal roof angle for solar is twenty degrees, but another contractor insists on ten; which is better for maximizing winter generation in Chicago?

ChatGPTgpt-62 queries11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
My roofer says our optimal roof angle for solar is twenty degrees, but another contractor insists on ten; which is better for maximizing winter generation in Chicago?
2 real searches · 1 real-search pass
Chicago solar panel optimal tilt winter production latitude winter tilt PVWattsGoogle ↗
OBSERVED
NREL solar panel tilt angle winter latitude plus 15 degrees seasonal tiltGoogle ↗
OBSERVED

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Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Chicago solar panel optimal tilt winter production latitude winter tilt PVWatts
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
NREL solar panel tilt angle winter latitude plus 15 degrees seasonal tilt
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1