Real ChatGPT answer · index seedGCN5mgFxlPYcompleteHome services and improvement · roofingcomparison
Are solar shingles from companies like CertainTeed cheaper than Tesla solar roofs for an average sized family home trying to lower monthly electric bills?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are solar shingles from companies like CertainTeed cheaper than Tesla solar roofs for an average sized family home trying to lower monthly electric bills?
1 real search · 1 real-search pass
2026 2025 CertainTeed Apollo solar shingles installed cost per watt Tesla Solar Roof cost comparison residentialGoogle ↗
OBSERVED
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.
Classifying 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
2026 2025 CertainTeed Apollo solar shingles installed cost per watt Tesla Solar Roof cost comparison residential Google ↗
- Solar Shingles Cost in 2026: GAF, Tesla, CertainTeed · theroofingbrief.com
- Solar Shingles: Is The Look Worth The Price? · energysage.com
- 2025 Expert Review: Tesla Solar Roof Costs More than Ever · solarreviews.com
- Solar Panel Cost Breakdown · tesla.com
- Frequently Asked Questions · checkout.tesla-order.us
- RESIDENTIAL SOLAR INCENTIVES · nysolarmap.com
- Dashboards and Incentives · nyserda.ny.gov
- Doing Solar Business in New York · nyserda.ny.gov
- New York Solar Incentives, Tax Credits & Rebates 2026 · energysage.com