Real ChatGPT answer · index seedA80vdOF3irscompleteHome services and improvement · solar panelscomparison
Is it smarter to install Qcells or REC panels on a small business roof if my primary goal is achieving the shortest possible payback period length?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it smarter to install Qcells or REC panels on a small business roof if my primary goal is achieving the shortest possible payback period length?
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
US commercial solar tax credits incentives 2026 small business rooftop solar payback changes Google ↗
Qcells vs REC solar panels commercial rooftop cost efficiency warranty degradation 2026 Google ↗
- Qcells Vs. Rec Residential Solar Panels: A Side-By-Side Comparison · solarreviews.com
- US Solar Module Efficiency Benchmark 2026 · solarstockusa.com
- REC vs Qcells Solar Panels: Alpha Pure-R vs Q.TRON · portlandiaelectric.supply
- Things to Consider · georgiapower.com
- DSIRE - Database of State Incentives for Renewables & Efficiency · programs.dsireusa.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
US commercial solar tax credits incentives 2026 small business rooftop solar payback changes OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Qcells vs REC solar panels commercial rooftop cost efficiency warranty degradation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |