How reliable are CertainTeed solar shingles compared to traditional panels based on homeowner complaints over the last six months since I have to decide on my roof layout today.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How reliable are CertainTeed solar shingles compared to traditional panels based on homeowner complaints over the last six months since I have to decide on my roof layout today.
3 real searches · 1 real-search pass
CertainTeed solar shingles homeowner complaints reviews problems warranty leaks installation 2026 last six monthsGoogle ↗
OBSERVEDReason
CertainTeed Solstice Shingle solar roof homeowner reviews complaints 2026Google ↗
OBSERVEDReason
traditional rooftop solar panels homeowner complaints reliability leaks inverter failures 2026Google ↗
OBSERVEDConsequence
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 (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
CertainTeed solar shingles homeowner complaints reviews problems warranty leaks installation 2026 last six months Google ↗
CertainTeed Solstice Shingle solar roof homeowner reviews complaints 2026 Google ↗
traditional rooftop solar panels homeowner complaints reliability leaks inverter failures 2026 Google ↗
- Certainteed Reviews · trustpilot.com
- Solar Panel Problems And How To Solve Them · which.co.uk
- The 2024 Solar Industry Survey Released May 2024 · nabcep.org
- Texas City homeowner says roof leaked after solar installation | FOX 26 Houston · fox26houston.com
- Solstice® Shingle · certainteed.com
- The CertainTeed Solar Warranty Advantage · certainteed.com
- The 'solar' in these solar roofs is invisible. Are they worth the price? · washingtonpost.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
CertainTeed solar shingles homeowner complaints reviews problems warranty leaks installation 2026 last six months OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
CertainTeed Solstice Shingle solar roof homeowner reviews complaints 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
traditional rooftop solar panels homeowner complaints reliability leaks inverter failures 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |