How do I factor in battery degradation over ten years when calculating the true financial ROI of a commercial solar and storage installation?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I factor in battery degradation over ten years when calculating the true financial ROI of a commercial solar and storage installation?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
commercial battery energy storage degradation capacity fade modeling financial analysis NREL battery degradation warranty throughput Google ↗
NREL battery storage degradation modeling capacity fade round trip efficiency commercial solar storage economics Google ↗
- Battery Storage - System Advisor Model · sam.nrel.gov
- Battery Life · samrepo.nlr.gov
- Commercial Battery Storage | Electricity | 2025 | ATB · atb.nlr.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
commercial battery energy storage degradation capacity fade modeling financial analysis NREL battery degradation warranty throughput OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
NREL battery storage degradation modeling capacity fade round trip efficiency commercial solar storage economics OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |