Real ChatGPT answer · index seedzSXL0euei4IcompleteTelecom and utilities · energy efficiencycommercial
What are the current customer satisfaction reviews and failure rates for the newest generation of integrated solar shingles
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the current customer satisfaction reviews and failure rates for the newest generation of integrated solar shingles
4 real searches · 1 real-search pass
2026 newest integrated solar shingles customer reviews reliability failure rate Tesla Solar Roof GAF Timberline Solar CertainTeed Apollo LumaGoogle ↗
OBSERVEDReason
solar shingle failure rates field data warranty claims service calls Tesla Solar Roof GAF Timberline Solar studyGoogle ↗
OBSERVEDReason
2025 2026 GAF Timberline Solar reviews complaints customer satisfaction reliabilityGoogle ↗
OBSERVEDReason
2025 2026 Tesla Solar Roof reviews complaints reliability leaks failures customer satisfactionGoogle ↗
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 (4)
Classes come from the query-classifier (a local Laya model). 3 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
2026 newest integrated solar shingles customer reviews reliability failure rate Tesla Solar Roof GAF Timberline Solar CertainTeed Apollo Luma Google ↗
solar shingle failure rates field data warranty claims service calls Tesla Solar Roof GAF Timberline Solar study Google ↗
2025 2026 GAF Timberline Solar reviews complaints customer satisfaction reliability Google ↗
2025 2026 Tesla Solar Roof reviews complaints reliability leaks failures customer satisfaction Google ↗
- GAF Energy Timberline Solar® ES 2: Solar Shingles · gaf.com
- Timberline Solar® ES Shingle & Accessory Limited Warranty · gaf.com
- Solar Roof : LUMA Solar · lumasolar.com
- LUMA Solar : Integrated Solar Roof Systems · lumasolar.com
- Solar Shingles: Is The Look Worth The Price? · energysage.com
- Solar Roof Warranty · energylibrary.tesla.com
- Tesla discontinues its Solar Roof tiles, not economically viable · electrek.co
- Tesla’s solar roof is dead — here’s what went wrong · techcrunch.com
- GAF Energy solar reviews, complaints, address & solar panels cost · solarreviews.com
- Tesla Energy solar reviews, complaints, address & solar panels cost · solarreviews.com
- Tesla Solar Roof is on life support as it pivot to panels · electrek.co
- GAF Energy Recalls Timberline Solar Energy Shingles Due to Fire Hazard (Recall Alert) · cpsc.gov
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 newest integrated solar shingles customer reviews reliability failure rate Tesla Solar Roof GAF Timberline Solar CertainTeed Apollo Luma OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
solar shingle failure rates field data warranty claims service calls Tesla Solar Roof GAF Timberline Solar study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
2025 2026 GAF Timberline Solar reviews complaints customer satisfaction reliability OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
2025 2026 Tesla Solar Roof reviews complaints reliability leaks failures customer satisfaction OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |