Why are people complaining about CertainTeed shingle granules falling off prematurely on recent Reddit threads and should I cancel my contract for this afternoon
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why are people complaining about CertainTeed shingle granules falling off prematurely on recent Reddit threads and should I cancel my contract for this afternoon
3 real searches · 1 real-search pass
site:reddit.com CertainTeed shingles granules falling off premature granule loss 2025 2026Google ↗
OBSERVEDReason
CertainTeed asphalt shingles granule loss warranty manufacturing defect 2025 2026Google ↗
OBSERVEDConsequence
CertainTeed shingle granule loss complaints recent Reddit Landmark NorthgateGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 3 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
site:reddit.com CertainTeed shingles granules falling off premature granule loss 2025 2026 Google ↗
CertainTeed asphalt shingles granule loss warranty manufacturing defect 2025 2026 Google ↗
CertainTeed shingle granule loss complaints recent Reddit Landmark Northgate Google ↗
- Certainteed Corporation | BBB Reviews · bbb.org
- Certainteed Corporation | BBB Complaints · bbb.org
- Granule Loss · hinarratives.com
- Roofing granules still coming off · reddit.com
- Certainteed Landmark Pro · reddit.com
- Premature Granule Loss · reddit.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
site:reddit.com CertainTeed shingles granules falling off premature granule loss 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
CertainTeed asphalt shingles granule loss warranty manufacturing defect 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
CertainTeed shingle granule loss complaints recent Reddit Landmark Northgate OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |