Real ChatGPT answer · index seed8lYn374tY6EcompleteHome services and improvement · solar panelscommercial
Which brand of solar roof shingles currently offers the best manufacturer warranty for the lowest price per square foot?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which brand of solar roof shingles currently offers the best manufacturer warranty for the lowest price per square foot?
1 real search · 1 real-search pass
2026 solar roof shingles manufacturer warranty cost per square foot Tesla GAF Timberline Solar CertainTeed Apollo IIGoogle ↗
OBSERVEDReason
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 solar roof shingles manufacturer warranty cost per square foot Tesla GAF Timberline Solar CertainTeed Apollo II Google ↗
- Solar Shingles Cost in 2026: GAF, Tesla, CertainTeed · theroofingbrief.com
- GAF Energy Timberline Solar® ES 2: Solar Shingles · gaf.com
- The CertainTeed Solar Warranty Advantage · certainteed.com
- Solar Roof : LUMA Solar · lumasolar.com
- Solar Roof Warranty · energylibrary.tesla.com
- Timberline Solar® ES Shingle & Accessory Limited Warranty · gaf.com
- GAF Energy Timberline Solar® Roofing System · gaf.com
- GAF Solar Shingles Cost 2026: Timberline Solar ES 2 Review · theroofingbrief.com