Are CertainTeed Landmark shingles actually worth the higher price compared to standard 3-tab options for my commercial warehouse roof in Minnesota?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are CertainTeed Landmark shingles actually worth the higher price compared to standard 3-tab options for my commercial warehouse roof in Minnesota?
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 warranty wind rating 3-tab comparison Minnesota commercial roof asphalt shingles Google ↗
Minnesota commercial building roofing code ice barrier snow load asphalt shingles low slope requirements Google ↗
- Landmark® · certainteed.com
- Landmark ClimateFlex · totalcladdingandroofing.com
- LANDMARK SERIES · atlasmn.com
- Landmark Shingles · buildsite.com
- 2026 Shingle Brand Comparison Report (7 Brands) · theroofingbrief.com
- Reroofing Information Sheet · bloomingtonmn.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
CertainTeed Landmark shingles warranty wind rating 3-tab comparison Minnesota commercial roof asphalt shingles OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Minnesota commercial building roofing code ice barrier snow load asphalt shingles low slope requirements OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |