Real ChatGPT answer · index seedQ3Z4lNHaV8YcompleteTelecom and utilities · energy efficiencycomparison
What is the total cost difference between Tesla Solar Roof shingles and traditional panels once you factor in tax credits and roof replacement?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the total cost difference between Tesla Solar Roof shingles and traditional panels once you factor in tax credits and roof replacement?
1 real search · 1 real-search pass
2026 Tesla Solar Roof cost per square foot installed traditional solar panels cost roof replacement US residential clean energy tax credit ended 2025 IRSGoogle ↗
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
2026 Tesla Solar Roof cost per square foot installed traditional solar panels cost roof replacement US residential clean energy tax credit ended 2025 IRS Google ↗
- Tesla discontinues its Solar Roof tiles, not economically viable · electrek.co
- Tesla Solar Roof Is Discontinued: What It Means for California Homeowners · nrgcleanpower.com
- How Much Does a Tesla Solar Roof Cost? · thisoldhouse.com
- 2025 Expert Review: Tesla Solar Roof Costs More than Ever · solarreviews.com
- Solar Panel Cost Breakdown · tesla.com
- Tesla Solar Roof vs. Solar Panels: What is Best for You? · energysage.com
- Residential Clean Energy Credit · irs.gov
- Frequently asked questions about energy efficient home improvements and residential clean energy property credits - Residential Clean Energy Property Credit - Qualifying expenditures and credit amount · irs.gov
- Federal Residential Renewable Energy Tax Credit · solarusa.org