Real ChatGPT answer · index seedMX2YFlALlyUcompleteHome services and improvement · solar panelsbrand
Are Tesla solar roof shingles actually worth the huge price tag compared to traditional bolt on panels for a first time buyer?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are Tesla solar roof shingles actually worth the huge price tag compared to traditional bolt on panels for a first time buyer?
3 real searches · 1 real-search pass
United States residential clean energy tax credit 2026 solar panels solar roof 25D expiration 2026Google ↗
OBSERVEDComparison
Tesla Solar Roof cost 2026 compared to rooftop solar panels installed cost United StatesGoogle ↗
OBSERVEDComparison
Tesla Solar Roof vs solar panels cost roof replacement payback warranties 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 (3)
Classes come from the query-classifier (a local Laya model). 2 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
United States residential clean energy tax credit 2026 solar panels solar roof 25D expiration 2026 Google ↗
Tesla Solar Roof cost 2026 compared to rooftop solar panels installed cost United States Google ↗
Tesla Solar Roof vs solar panels cost roof replacement payback warranties 2026 Google ↗
- Tesla stops selling solar roofs a decade after launch · reuters.com
- How Much Does a Tesla Solar Roof Cost? (2026) · consumeraffairs.com
- 2025 Expert Review: Tesla Solar Roof Costs More than Ever · solarreviews.com
- U.S. residential solar prices rise 3.2% as third-party ownership gains ground · pv-magazine.com
- The 'solar' in these solar roofs is invisible. Are they worth the price? · washingtonpost.com
- Tesla Solar Roof vs. Solar Panels: What is Best for You? · energysage.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
- SMART 3.0 Program Details · mass.gov
- Net metering eligibility · mass.gov
- Net metering guide · mass.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
United States residential clean energy tax credit 2026 solar panels solar roof 25D expiration 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Tesla Solar Roof cost 2026 compared to rooftop solar panels installed cost United States OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Tesla Solar Roof vs solar panels cost roof replacement payback warranties 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |