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Is a steeper roof tilt angle of forty degrees better for winter energy generation in the Pacific Northwest compared to a standard twenty degree pitch?
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The searches the AI actually ran for this prompt.
SEED QUERY
Is a steeper roof tilt angle of forty degrees better for winter energy generation in the Pacific Northwest compared to a standard twenty degree pitch?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Pacific Northwest solar panel optimal tilt winter 40 degrees 20 degrees NREL latitude seasonal tilt Google ↗
NREL solar panel tilt angle winter latitude rule of thumb snow shedding roof pitch Google ↗
- Life Cycle of Photovoltaic Systems: Install and Commission a Photovoltaic System · energy.gov
- Solar Photovoltaic Hardening for Resilience – Winter Weather · energy.gov
- The Influence of Seasonal Cloud Cover, Ambient Temperature and Seasonal Variations in Daylight Hours on the Optimal PV Panel Tilt Angle in the United States · mdpi.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Pacific Northwest solar panel optimal tilt winter 40 degrees 20 degrees NREL latitude seasonal tilt OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
NREL solar panel tilt angle winter latitude rule of thumb snow shedding roof pitch OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |