Real ChatGPT answer · index seedhRjTOZyDvIYcompleteTelecom and utilities · energy efficiencycommercial
What are the best solar shingle roof options currently on the market for someone who knows nothing about residential solar panels yet
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best solar shingle roof options currently on the market for someone who knows nothing about residential solar panels yet
1 real search · 1 real-search pass
best residential solar shingles products 2026 Tesla Solar Roof GAF Energy Timberline Solar CertainTeed Apollo current availability pricing warrantiesGoogle ↗
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
best residential solar shingles products 2026 Tesla Solar Roof GAF Energy Timberline Solar CertainTeed Apollo current availability pricing warranties Google ↗
- Tesla stops selling solar roofs a decade after launch By Reuters · investing.com
- Tesla discontinues its Solar Roof tiles, not economically viable · electrek.co
- Solar Shingles: Is The Look Worth The Price? · energysage.com
- Best Solar Shingles: Tesla, GAF, CertainTeed, and Luma Compared · itechguides.com
- GAF Energy Timberline Solar® ES 2: Solar Shingles · gaf.com