Real ChatGPT answer · index seedtEI8dqjtehIcompleteHome services and improvement · solar panelscommercial
Which solar panel brands currently offer the highest energy yield in low light conditions for commercial buildings?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which solar panel brands currently offer the highest energy yield in low light conditions for commercial buildings?
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). 1 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
2026 commercial solar panels low light performance diffuse irradiance manufacturer datasheets Maxeon REC LONGi Jinko First Solar Google ↗
NREL photovoltaic low irradiance performance module technology diffuse light thin film crystalline silicon study Google ↗
- jinkosolar.com · jinkosolar.com
- Tiger Neo III - Commercial & Industrial · jinkosolar.com.au
- Hi-MO 9 · longi.com
- Performance comparison of CdTe thin film modules with c‐Si modules under low irradiance - Ahsan - 2019 - IET Renewable Power Generation · ietresearch.onlinelibrary.wiley.com
- Review of photovoltaic module energy yield (kWh/kW): comparison of crystalline Si and thin film technologies - Hegedus - 2013 - WIREs Energy and Environment · wires.onlinelibrary.wiley.com
- US Solar Module Efficiency Benchmark 2026 · solarstockusa.com
- Commercial Solar Panel Brands Compared (2026 Datasheets) · commercialsolarpv.uk
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 commercial solar panels low light performance diffuse irradiance manufacturer datasheets Maxeon REC LONGi Jinko First Solar OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
NREL photovoltaic low irradiance performance module technology diffuse light thin film crystalline silicon study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |