Real ChatGPT answer · index seed8WDPgPpAE6EcompleteTelecom and utilities · energy efficiencycomparison
What is the cheapest way to upgrade to solar shingles if I refuse to take out a high interest home equity loan?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the cheapest way to upgrade to solar shingles if I refuse to take out a high interest home equity loan?
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 federal residential solar tax credit expiration 25D solar roof shingles California incentives current Google ↗
California solar roof shingles financing lease PPA 2026 costs Tesla Solar Roof alternatives cost Google ↗
- Purchasing Solar - Cash, Lease and Financing · tesla.com
- Tesla Solar Leasing · tesla.com
- Explore Tesla Solar Roof · tesla.com
- Explore GAF Energy · gaf.energy
- 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
- Solar Financing: How To Pay For Solar Panels · energysage.com
- California Solar Panel Cost: 2026 Prices and Savings · energysage.com
- California Solar Consumer Protection Guide · cpuc.ca.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 federal residential solar tax credit expiration 25D solar roof shingles California incentives current OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
California solar roof shingles financing lease PPA 2026 costs Tesla Solar Roof alternatives cost OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |