Real ChatGPT answer · index seedGyHWMnxPuygcompleteTelecom and utilities · energy efficiencyinformational
What do solar shingle roofs cost per square foot after factoring in federal tax credits for residential installs?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What do solar shingle roofs cost per square foot after factoring in federal tax credits for residential installs?
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 shingle roof cost per square foot federal tax credit residential 2026 Section 25D expiration Google ↗
solar roof shingles cost per square foot installed Tesla Solar Roof GAF Timberline Solar 2026 Google ↗
- Residential Clean Energy Credit · irs.gov
- 26 U.S.C. § 25D: Residential clean energy credit · uscode.house.gov
- Solar Shingles Cost in 2026: GAF, Tesla, CertainTeed · theroofingbrief.com
- Solar Shingles & Solar Roofs (2026) · homematchup.com
- 2026 Tesla Solar Roof Cost · homeguide.com
- Frequently asked questions about energy efficient home improvements and residential clean energy property credits - Residential Clean Energy Property Credit - Qualifying expenditures and credit amount · irs.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 solar shingle roof cost per square foot federal tax credit residential 2026 Section 25D expiration OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
solar roof shingles cost per square foot installed Tesla Solar Roof GAF Timberline Solar 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |