Real ChatGPT answer · index seedhtMVnOKG13McompleteTelecom and utilities · energy efficiencycomparison
Which is a safer investment for a senior citizen, a cash purchase of solar panels or a home equity loan for a solar installation in California?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which is a safer investment for a senior citizen, a cash purchase of solar panels or a home equity loan for a solar installation in California?
3 real searches · 1 real-search pass
California residential solar 2026 NEM 3.0 net billing tariff battery compensation CPUC officialGoogle ↗
OBSERVEDReason
IRS residential clean energy credit 25D 2026 solar installations expiration 2025 officialGoogle ↗
OBSERVEDOther / navigational
California solar consumer protection home improvement contract solar financing lien senior homeowners CSLB officialGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
California residential solar 2026 NEM 3.0 net billing tariff battery compensation CPUC official Google ↗
IRS residential clean energy credit 25D 2026 solar installations expiration 2025 official Google ↗
California solar consumer protection home improvement contract solar financing lien senior homeowners CSLB official Google ↗
- Net Energy Metering and Net Billing · cpuc.ca.gov
- California Solar Consumer Protection Guide · cpuc.ca.gov
- 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
- California Solar Consumer Protection Guide · cpuc.ca.gov
- Solar Smart · www2.cslb.ca.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
California residential solar 2026 NEM 3.0 net billing tariff battery compensation CPUC official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
IRS residential clean energy credit 25D 2026 solar installations expiration 2025 official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
California solar consumer protection home improvement contract solar financing lien senior homeowners CSLB official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |