Real ChatGPT answer · index seedYoz8zQgwfVMcompleteHome services and improvement · solar panelscomparison
How accurate are online calculators for estimating daily energy production on a low slope commercial metal roof
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How accurate are online calculators for estimating daily energy production on a low slope commercial metal roof
1 real search · 1 real-search pass
NREL PVWatts calculator documentation limitations tilt azimuth system losses shading commercial rooftop solar estimate accuracyGoogle ↗
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 calculator documentation limitations tilt azimuth system losses shading commercial rooftop solar estimate accuracy Google ↗
- NREL PVWatts Calculator · pvwatts.nrel.gov
- pvwatts.nlr.gov · pvwatts.nlr.gov
- PVWatts Version 5 Manual · docs.nrel.gov
- Open PVWatts · pvwatts.nlr.gov
- Open SAM · sam.nlr.gov
- SAM Photovoltaic Models - System Advisor Model · sam.nlr.gov