Real ChatGPT answer · index seedNy6BpnfTx34completeHome services and improvement · solar panelscommercial
What are the best online modeling tools or calculators for homeowners who want to independently verify a solar contractor's estimated annual kilowatt hour production claims?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best online modeling tools or calculators for homeowners who want to independently verify a solar contractor's estimated annual kilowatt hour production claims?
4 real searches · 1 real-search pass
best online solar PV production calculators homeowners verify annual kWh estimate PVWatts SAM PVGIS officialGoogle ↗
OBSERVED
NREL PVWatts calculator inputs limitations shading official documentationGoogle ↗
OBSERVED
NREL System Advisor Model photovoltaic performance model officialGoogle ↗
OBSERVED
European Commission PVGIS tool grid connected PV performance officialGoogle ↗
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 4 queries…
Searches and sources
ChatGPT4 real searches · gpt-6
best online solar PV production calculators homeowners verify annual kWh estimate PVWatts SAM PVGIS official Google ↗
NREL PVWatts calculator inputs limitations shading official documentation Google ↗
NREL System Advisor Model photovoltaic performance model official Google ↗
European Commission PVGIS tool grid connected PV performance official Google ↗
- Open PVWatts calculator · pvwatts.nlr.gov
- PVWatts Calculator · pvwatts.nlr.gov
- PVWatts Calculator · pvwatts.nlr.gov
- Open SAM website · sam.nlr.gov
- SAM Photovoltaic Models - System Advisor Model · sam.nlr.gov
- pvwatts.nlr.gov · pvwatts.nlr.gov
- Modeling Resources for Photovoltaic System Owners · energy.gov
- Open PVGIS calculator · re.jrc.ec.europa.eu
- Grid-connected PV - Joint Research Centre · joint-research-centre.ec.europa.eu
- Photovoltaic Geographical Information System (PVGIS) · joint-research-centre.ec.europa.eu
- NSRDB · nsrdb.nrel.gov
- API documentation · developer.nlr.gov
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best online solar PV production calculators homeowners verify annual kWh estimate PVWatts SAM PVGIS official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
NREL PVWatts calculator inputs limitations shading official documentation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
NREL System Advisor Model photovoltaic performance model official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
European Commission PVGIS tool grid connected PV performance official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |