Is it true that CertainTeed Landmark shingles are prone to premature granule loss based on recent customer complaints and contractor reviews
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it true that CertainTeed Landmark shingles are prone to premature granule loss based on recent customer complaints and contractor reviews
2 real searches · 1 real-search pass
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
CertainTeed Landmark shingles premature granule loss customer complaints contractor reviews 2025 2026 Google ↗
CertainTeed Landmark shingles granule loss reviews complaints roofing contractors Google ↗
- Certainteed Corporation | BBB Reviews · bbb.org
- Certainteed Corporation | BBB Complaints · bbb.org
- Certainteed Corporation | BBB Reviews · bbb.org
- Roof replacement opinions wanted · reddit.com
- Reviewing CertainTeed's Landmark Shingles (Roofer Tested) · roofinginsights.com
- Consumer Reviews of Landmark shingles · roof.info
- Consumer Reviews of Certainteed shingles · roof.info
- Summary Brochure - 1CertainTeed · buildsite.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
CertainTeed Landmark shingles premature granule loss customer complaints contractor reviews 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
CertainTeed Landmark shingles granule loss reviews complaints roofing contractors OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |