Real ChatGPT answer · index seedYbOFO8dDOlkcompleteTelecom and utilities · energy efficiencycomparison
Which is more accurate for calculating solar panel ROI on a south-facing roof: NREL PVWatts or the OpenSolar design software used by local installers?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which is more accurate for calculating solar panel ROI on a south-facing roof: NREL PVWatts or the OpenSolar design software used by local installers?
1 real search · 1 real-search pass
NREL PVWatts documentation inputs system losses tilt azimuth shading limitations OpenSolar design software production modeling shading financial proposalGoogle ↗
OBSERVEDReason
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
NREL PVWatts documentation inputs system losses tilt azimuth shading limitations OpenSolar design software production modeling shading financial proposal Google ↗
- How is Output Calculated in OpenSolar? · support.opensolar.com
- SAM Photovoltaic Models - System Advisor Model · sam.nlr.gov
- v2020.02.29r2 modeling engines to estimate energy output, in 3D mode, OpenSolar has stated that the Application will always use SAM. · opensolar.com
- pvwatts.nlr.gov · pvwatts.nlr.gov
- System Design · samrepo.nlr.gov
- PVWatts Calculator · pvwatts.nlr.gov
- NREL PVWatts · pvwatts.nlr.gov