Real ChatGPT answer · index seedUqLGKhSpH3scompleteHome services and improvement · roofingcomparison
Between architectural versus threetab shingles which one withstands high wind zones better since a severe storm just ripped off half my roof
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Between architectural versus threetab shingles which one withstands high wind zones better since a severe storm just ripped off half my roof
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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
2026 high wind rated architectural shingles installation requirements wind warranty manufacturer Google ↗
architectural vs three tab asphalt shingles wind resistance ASTM D7158 installation high wind manufacturer warranty Google ↗
- Asphalt Shingle Roofs · basc.pnnl.gov
- Asphalt Shingle Product and Test Standards · asphaltroofing.org
- Roof Warranty Comparison Guide for GAF Shingles · gaf.com
- Cambridge · iko.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 high wind rated architectural shingles installation requirements wind warranty manufacturer OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
architectural vs three tab asphalt shingles wind resistance ASTM D7158 installation high wind manufacturer warranty OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |