Real ChatGPT answer · index seedjdQ3KyGCytMcompleteHome services and improvement · roofingcommercial
My retired neighbor recommended Tamko heritage shingles but I want to know about their current wind resistance ratings.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My retired neighbor recommended Tamko heritage shingles but I want to know about their current wind resistance ratings.
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
TAMKO Heritage shingles current wind resistance rating wind warranty 2026 official Google ↗
TAMKO Heritage shingles wind resistance rating ASTM D3161 Class F wind warranty official TAMKO Google ↗
- HERITAGE® ARCHITECTURAL ASPHALT SHINGLES MANUF · tamko.com
- Heritage® Architectural Shingles · tamko.com
- TAMKO Launches New Limited Lifetime Warranty · tamko.com
- UL Solutions · tamko.com
- UL Solutions · tamko.com
- Weathered Wood · tamko.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
TAMKO Heritage shingles current wind resistance rating wind warranty 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
TAMKO Heritage shingles wind resistance rating ASTM D3161 Class F wind warranty official TAMKO OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |