Real ChatGPT answer · index seedOWV2qMhGNyYcompleteHome services and improvement · roofinginformational
Can you explain how Class 4 impact resistant asphalt shingles perform against large hail compared to heavy gauge corrugated steel panels?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you explain how Class 4 impact resistant asphalt shingles perform against large hail compared to heavy gauge corrugated steel panels?
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
UL 2218 Class 4 impact resistance asphalt shingles steel roofing hail dents large hail performance limitations Google ↗
Metal Construction Association hail resistance metal roofs hail dents panel gauge corrugated steel Google ↗
- Class 4 Roof Shingles · gaf.com
- TECHNICAL BULLETIN · asphaltroofing.org
- Relative Impact Resistance of Asphalt Shingles · ibhs.org
- TB-10024261 · dcpd6wotaa0mb.cloudfront.net
- Metal Roofs · basc.pnnl.gov
- The Effects of Hail on Metal Roofing Systems · iibec.org
- HAIL ROOF COVERS **Impact-Resistance Standards B · ibhs.org
- Testing of Impact-Resistant Asphalt Shingles · iibec.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
UL 2218 Class 4 impact resistance asphalt shingles steel roofing hail dents large hail performance limitations OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Metal Construction Association hail resistance metal roofs hail dents panel gauge corrugated steel OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |