Real ChatGPT answer · index seedtyI8iNLu46ocompleteHome services and improvement · solar panelscommercial
Can you compare the degradation rates of REC Alpha panels versus standard tier-one modules for a long-term commercial investment?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare the degradation rates of REC Alpha panels versus standard tier-one modules for a long-term commercial investment?
3 real searches · 1 real-search pass
REC Alpha module 0.25% annual degradation 92% 25 year warranty datasheet 2026Google ↗
OBSERVEDConsequence
NREL photovoltaic module degradation median 0.5% per year study commercial modulesGoogle ↗
OBSERVEDConsequence
Tier 1 solar panels annual degradation rate standard warranty 0.4% 0.55% per year comparisonGoogle ↗
OBSERVEDComparison
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). 1 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
REC Alpha module 0.25% annual degradation 92% 25 year warranty datasheet 2026 Google ↗
NREL photovoltaic module degradation median 0.5% per year study commercial modules Google ↗
Tier 1 solar panels annual degradation rate standard warranty 0.4% 0.55% per year comparison Google ↗
- REC SOLAR’S MOST TRUSTED PRODUCT SPECIFICATIONS · recgroup.com
- REC ALPHA® PURE-RX · recgroup.com
- REC Group · recgroup.com
- PV Lifetime Project - 2025 NLR Annual Report · research-hub.nlr.gov
- PV Lifetime Project - 2024 NREL Annual Report · research-hub.nlr.gov
- Onymous early-life performance degradation analysis of recent photovoltaic module technologies – Publications · sandia.gov
- Onymous early‐life performance degradation analysis of recent photovoltaic module technologies - Theristis - 2023 - Progress in Photovoltaics: Research and Applications · onlinelibrary.wiley.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
REC Alpha module 0.25% annual degradation 92% 25 year warranty datasheet 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
NREL photovoltaic module degradation median 0.5% per year study commercial modules OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Tier 1 solar panels annual degradation rate standard warranty 0.4% 0.55% per year comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |