Real ChatGPT answer · index seedT3tWebxax04completeHome services and improvement · solar panelscomparison
Comparing solar shingle options like Roofing and traditional panels which one makes more financial sense for a middle class family
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Comparing solar shingle options like Roofing and traditional panels which one makes more financial sense for a middle class family
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). 1 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 panel installation cost versus solar shingles cost Tesla Solar Roof GAF Timberline Solar cost per watt Google ↗
United States residential clean energy tax credit 2026 solar installation 2025 legislation expiration Google ↗
- Solar Panel Cost In 2026: It May Be Lower Than You Think · energysage.com
- Solar Shingle Cost Report 2026: Tesla vs GAF Timberline · theroofingbrief.com
- Tesla Solar Roof vs. Solar Panels: What is Best for You? · energysage.com
- Residential Clean Energy Credit · irs.gov
- Solar Energy Systems Tax Credit · energystar.gov
- Solar Panel Cost in 2026: Prices by Size & State · solar.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 solar panel installation cost versus solar shingles cost Tesla Solar Roof GAF Timberline Solar cost per watt OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
United States residential clean energy tax credit 2026 solar installation 2025 legislation expiration OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |