Real ChatGPT answer · index seedsbqq3Y0tx04completeHome services and improvement · solar panelscommercial
Can you analyze current market reviews for high-output rooftop panels to find which brands maintain the lowest degradation rates after twenty years of operation?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you analyze current market reviews for high-output rooftop panels to find which brands maintain the lowest degradation rates after twenty years of operation?
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
2026 high efficiency rooftop solar panels degradation rate 25 year warranty REC Maxeon Panasonic Qcells Canadian Solar LONGi field study reviews Google ↗
NREL photovoltaic degradation rates long-term field data 20 years module brands degradation Google ↗
- PV Lifetime Project - 2025 NLR Annual Report · research-hub.nlr.gov
- PV Lifetime Project · docs.nlr.gov
- PV Lifetime Project · nrel.gov
- Mission Solar 435W 108 Half-Cell Mono Solar Panel N-Type TOPCon | MSX10-435HN0B · thesolarstore.com
- US Solar Module Efficiency Benchmark 2026 · solarstockusa.com
- Solar Panel Degradation Rates 2026: by Technology & Warranty · surgepv.com
- REC Group · recgroup.com
- REC ALPHA® PURE-RX · recgroup.com
- Solar Panel Degradation & Warranty Analysis · comparepv.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 high efficiency rooftop solar panels degradation rate 25 year warranty REC Maxeon Panasonic Qcells Canadian Solar LONGi field study reviews OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
NREL photovoltaic degradation rates long-term field data 20 years module brands degradation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |