Can you compare GAF timberline asphalt shingles to standing seam metal roofing in terms of total lifespan and upfront cost for someone living in a very stormy area?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare GAF timberline asphalt shingles to standing seam metal roofing in terms of total lifespan and upfront cost for someone living in a very stormy area?
3 real searches · 1 real-search pass
GAF Timberline shingles expected lifespan warranty wind hail resistance official 2026Google ↗
OBSERVEDConsequence
standing seam metal roof lifespan installed cost per square foot 2026 storm resistance hail wind authoritativeGoogle ↗
OBSERVEDReason
Missouri roofing hail wind insurance standing seam asphalt shingles cost comparisonGoogle ↗
OBSERVEDComparison
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
GAF Timberline shingles expected lifespan warranty wind hail resistance official 2026 Google ↗
standing seam metal roof lifespan installed cost per square foot 2026 storm resistance hail wind authoritative Google ↗
Missouri roofing hail wind insurance standing seam asphalt shingles cost comparison Google ↗
- Roof Warranty Comparison Guide for GAF Shingles · gaf.com
- Metal Roofing Prices 2026: Standing Seam & Per-Square · theroofingbrief.com
- Roof Replacement Cost in St. Louis, MO (2026) · revolve.construction
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
GAF Timberline shingles expected lifespan warranty wind hail resistance official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
standing seam metal roof lifespan installed cost per square foot 2026 storm resistance hail wind authoritative OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Missouri roofing hail wind insurance standing seam asphalt shingles cost comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |