How accurate are the online solar panel ROI calculators for small businesses when factoring in rising electricity rates and equipment maintenance costs?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How accurate are the online solar panel ROI calculators for small businesses when factoring in rising electricity rates and equipment maintenance costs?
3 real searches · 1 real-search pass
commercial solar financial modeling operations maintenance costs annual degradation electricity price escalation small business NRELGoogle ↗
OBSERVEDConsequence
NREL PV system operations maintenance costs degradation rate commercial solar financial modelGoogle ↗
OBSERVEDReason
EIA commercial electricity price historical annual changes United StatesGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
commercial solar financial modeling operations maintenance costs annual degradation electricity price escalation small business NREL Google ↗
NREL PV system operations maintenance costs degradation rate commercial solar financial model Google ↗
EIA commercial electricity price historical annual changes United States Google ↗
- Electric Power Annual · eia.gov
- Commercial PV | Electricity | 2024b | ATB · atb.nrel.gov
- Commercial PV | Electricity | 2023 | ATB · atb.nrel.gov
- Life Cycle of Photovoltaic Systems: Operate and Maintain an Existing Photovoltaic System · energy.gov
- PV O&M Cost Model [SWR-21-14] · research-hub.nlr.gov
- Comparative PV LCOE Calculator Documentation | Photovoltaic Research · nlr.gov
- Official website · sam.nlr.gov
- Official calculator · pvwatts.nrel.gov
- Model information · research-hub.nlr.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
commercial solar financial modeling operations maintenance costs annual degradation electricity price escalation small business NREL OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
NREL PV system operations maintenance costs degradation rate commercial solar financial model OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
EIA commercial electricity price historical annual changes United States OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |