Real ChatGPT answer · index seedI9BrkBFK6UccompleteHome services and improvement · solar panelscomparison
How can I calculate the exact optimal roof angle for my specific latitude to get the best return on investment for solar?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can I calculate the exact optimal roof angle for my specific latitude to get the best return on investment for solar?
1 real search · 1 real-search pass
NREL optimal fixed tilt angle latitude annual solar PV azimuth tilt PVWatts calculator rooftop economicsGoogle ↗
OBSERVED
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.
Classifying 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
NREL optimal fixed tilt angle latitude annual solar PV azimuth tilt PVWatts calculator rooftop economics Google ↗
- System Design · samrepo.nlr.gov
- Best Practices for Siting Solar · docs.nrel.gov
- Implementing Solar PV Projects · nrel.gov
- Open the free PVWatts calculator · pvwatts.nrel.gov
- PVWatts API · developer.nlr.gov