Real ChatGPT answer · index seedD0UtUZy1Vq4completeTelecom and utilities · energy efficiencycommercial
Which solar shingle roof options are currently available on the market and do local utility companies offer rebates for them?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which solar shingle roof options are currently available on the market and do local utility companies offer rebates for them?
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
2026 solar roof shingles products available Tesla Solar Roof GAF Timberline Solar CertainTeed Apollo current market Google ↗
Dallas Texas Oncor utility solar roof shingles rebates incentives 2026 residential solar roofing shingles Google ↗
- GAF Energy Timberline Solar® ES 2: Solar Shingles · gaf.com
- Timberline Solar Roofing System for Homeowners · gaf.com
- CertainTeed releases new solar roofing system Landmark PWR · solarpowerworldonline.com
- CertainTeed official website · certainteed.com
- Luma Solar official website · lumasolar.com
- Tesla discontinues its Solar Roof tiles, not economically viable · electrek.co
- welcome. · oncor.com
- RESIDENTIAL SOLAR · oncor.com
- Solar Installations · coserv.com
- | GreenSense Incentive Program Manual | · cityofdenton.com
- File ID: 25-1272 · denton-tx.legistar.com
- City of Denton · cityofdenton.com
- FAQs for modification of sections 25C, 25D, 25E, 30C, 30D, 45L, 45W, AND 179D under Public Law 119-21, 139 Stat. 72 (July 4, 2025), commonly known as the One, Big, Beautiful Bill (OBBB) · irs.gov
- Residential Clean Energy Credit · irs.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 solar roof shingles products available Tesla Solar Roof GAF Timberline Solar CertainTeed Apollo current market OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Dallas Texas Oncor utility solar roof shingles rebates incentives 2026 residential solar roofing shingles OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |