Real ChatGPT answer · index seedZh2r2031IX4completeHome services and improvement · roofingcomparison
Can you compare the total cost and ROI of installing an integrated solar roof versus traditional asphalt shingles plus solar panels for a family of four?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare the total cost and ROI of installing an integrated solar roof versus traditional asphalt shingles plus solar panels for a family of four?
4 real searches · 1 real-search pass
2026 federal residential clean energy tax credit expiration changes solar homeowners 2026Google ↗
OBSERVEDConsequence
2026 residential solar installation cost per watt Arkansas average roof replacement asphalt shingles cost 2026Google ↗
OBSERVEDShort fact
Tesla Solar Roof cost per square foot 2026 installation cost comparison conventional solar panelsGoogle ↗
OBSERVEDComparison
Arkansas solar net metering electricity rates residential solar incentives 2026Google ↗
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 (4)
Classes come from the query-classifier (a local Laya model). 2 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
2026 federal residential clean energy tax credit expiration changes solar homeowners 2026 Google ↗
2026 residential solar installation cost per watt Arkansas average roof replacement asphalt shingles cost 2026 Google ↗
Tesla Solar Roof cost per square foot 2026 installation cost comparison conventional solar panels Google ↗
Arkansas solar net metering electricity rates residential solar incentives 2026 Google ↗
- Arkansas Solar Panel Cost: 2026 Prices and Savings · energysage.com
- Solar Panel Cost in Arkansas (2026) · solarenergyprices.com
- How Much Does a Tesla Solar Roof Cost? · thisoldhouse.com
- The 'solar' in these solar roofs is invisible. Are they worth the price? · washingtonpost.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
- Solar energy option · entergyarkansas.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 federal residential clean energy tax credit expiration changes solar homeowners 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
2026 residential solar installation cost per watt Arkansas average roof replacement asphalt shingles cost 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
Tesla Solar Roof cost per square foot 2026 installation cost comparison conventional solar panels OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Arkansas solar net metering electricity rates residential solar incentives 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |