Real ChatGPT answer · index seedY5sZWz3pIuIcompleteTelecom and utilities · energy efficiencycommercial
Can you look up recent customer satisfaction ratings for solar shingle roof installations on older asphalt shingle roofs?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you look up recent customer satisfaction ratings for solar shingle roof installations on older asphalt shingle roofs?
4 real searches · 1 real-search pass
2025 2026 customer reviews satisfaction ratings solar shingles installations older asphalt shingle roof Tesla Solar Roof GAF Timberline Solar CertainTeed ApolloGoogle ↗
OBSERVEDReason
solar shingle roof installation reviews homeowner complaints satisfaction older roof tear off asphalt shingles GAF Timberline Solar TeslaGoogle ↗
OBSERVEDReason
GAF Timberline Solar customer reviews ratings installation reviews 2025Google ↗
OBSERVEDReason
Tesla Solar Roof customer reviews ratings installation satisfaction 2025 2026Google ↗
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). 2 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
2025 2026 customer reviews satisfaction ratings solar shingles installations older asphalt shingle roof Tesla Solar Roof GAF Timberline Solar CertainTeed Apollo Google ↗
solar shingle roof installation reviews homeowner complaints satisfaction older roof tear off asphalt shingles GAF Timberline Solar Tesla Google ↗
GAF Timberline Solar customer reviews ratings installation reviews 2025 Google ↗
Tesla Solar Roof customer reviews ratings installation satisfaction 2025 2026 Google ↗
- Tesla Energy solar reviews, complaints, address & solar panels cost · solarreviews.com
- GAF Energy solar reviews, complaints, address & solar panels cost · solarreviews.com
- Solstice® Shingle · certainteed.com
- Tesla Solar Roof review: As expensive as it looks · energysage.com
- Gaf solar · reddit.com
- Insurance Issues w/ GAF Timberline Solar · reddit.com
- GAF Energy Timberline Solar 2 Installation Instr · pvhazardcontrol.com
- Solar Shingles: Is The Look Worth The Price? · energysage.com
- Tesla discontinues its Solar Roof tiles, not economically viable · electrek.co
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2025 2026 customer reviews satisfaction ratings solar shingles installations older asphalt shingle roof Tesla Solar Roof GAF Timberline Solar CertainTeed Apollo OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
solar shingle roof installation reviews homeowner complaints satisfaction older roof tear off asphalt shingles GAF Timberline Solar Tesla OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
GAF Timberline Solar customer reviews ratings installation reviews 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Tesla Solar Roof customer reviews ratings installation satisfaction 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |