Real ChatGPT answer · index seedyYZ5yZ1mKtocompleteHome services and improvement · solar panelscommercial

What roof angle and compass orientation give the absolute best return on investment for a commercial solar installation in the Pacific Northwest?

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

SEED QUERY
What roof angle and compass orientation give the absolute best return on investment for a commercial solar installation in the Pacific Northwest?
2 real searches · 1 real-search pass
Pacific Northwest commercial rooftop solar optimal tilt azimuth ROI low slope roof east west south NRELGoogle ↗
OBSERVED
NREL PVWatts tilt azimuth annual energy latitude fixed tilt commercial rooftop low tilt east west orientation economicsGoogle ↗
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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
Pacific Northwest commercial rooftop solar optimal tilt azimuth ROI low slope roof east west south NREL Google ↗
NREL PVWatts tilt azimuth annual energy latitude fixed tilt commercial rooftop low tilt east west orientation economics Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Pacific Northwest commercial rooftop solar optimal tilt azimuth ROI low slope roof east west south NREL
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
NREL PVWatts tilt azimuth annual energy latitude fixed tilt commercial rooftop low tilt east west orientation economics
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1