Real ChatGPT answer · index seed8DoF00R4xPMcompleteTelecom and utilities · energy efficiencycomparison
Between CertainTeed solar shingles and Tesla solar roof tiles, which option makes the most financial sense for my small storefront building renovation?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Between CertainTeed solar shingles and Tesla solar roof tiles, which option makes the most financial sense for my small storefront building renovation?
1 real search · 1 real-search pass
CertainTeed solar shingles current product pricing warranty availability 2026 vs Tesla Solar Roof cost payback commercial buildingGoogle ↗
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).
Searches and sources
ChatGPT1 real searches · gpt-6
CertainTeed solar shingles current product pricing warranty availability 2026 vs Tesla Solar Roof cost payback commercial building Google ↗
- Tesla stops selling solar roofs a decade after launch · reuters.com
- Solar Shingles: Is The Look Worth The Price? · energysage.com
- Solar Shingles Cost in 2026: GAF, Tesla, CertainTeed · theroofingbrief.com
- Solar Roof Warranty · energylibrary.tesla.com
- Tesla Solar Roof review: As expensive as it looks · energysage.com
- Tesla Solar Roof vs. Solar Panels: What is Best for You? · energysage.com
- IRB 2025-36 (Rev. 9-02-2025) · irs.gov
- Net Metering | Virginia · dominionenergy.com
- § 56-594. (Effective January 1, 2027) Net energy metering provisions · law.lis.virginia.gov