Real ChatGPT answer · index seedxhKL9aj9TxwcompleteTelecom and utilities · energy efficiencycomparison
Tesla solar roof shingles compared to traditional solar panels on a pitched shingle roof for cost efficiency
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Tesla solar roof shingles compared to traditional solar panels on a pitched shingle roof for cost efficiency
2 real searches · 1 real-search pass
2026 U.S. Tesla Solar Roof cost per square foot traditional rooftop solar installation cost per watt residential incentives federal tax credit 2026Google ↗
OBSERVEDConsequence
Tesla Solar Roof pricing traditional rooftop solar cost comparison asphalt shingle roof lifespan warranties efficiencyGoogle ↗
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 (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 U.S. Tesla Solar Roof cost per square foot traditional rooftop solar installation cost per watt residential incentives federal tax credit 2026 Google ↗
Tesla Solar Roof pricing traditional rooftop solar cost comparison asphalt shingle roof lifespan warranties efficiency Google ↗
- Tesla Solar Roof vs. Solar Panels: What is Best for You? · energysage.com
- 2025 Expert Review: Tesla Solar Roof Costs More than Ever · solarreviews.com
- Tesla discontinues its Solar Roof tiles, not economically viable · electrek.co
- Tesla sunsets its Solar Roof tiles · theverge.com
- Tesla Solar Roof Is Discontinued: What It Means for California Homeowners · nrgcleanpower.com
- Residential Clean Energy Credit · irs.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
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 U.S. Tesla Solar Roof cost per square foot traditional rooftop solar installation cost per watt residential incentives federal tax credit 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Tesla Solar Roof pricing traditional rooftop solar cost comparison asphalt shingle roof lifespan warranties efficiency OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |