Real ChatGPT answer · index seede4l5C5M83nIcompleteHome services and improvement · roofinginformational
What specific wind rating classifications differentiate architectural shingles from three-tab shingles under ASTM standards?
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The searches the AI actually ran for this prompt.
SEED QUERY
What specific wind rating classifications differentiate architectural shingles from three-tab shingles under ASTM standards?
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
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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
ASTM D7158 wind resistance Class D G H 90 120 150 shingles architectural three tab ASTM D3161 Google ↗
asphalt roofing shingles ASTM D3161 Class A D F wind speed ratings manufacturer architectural three tab Google ↗
- Roof 101 – Insurance Institute for Business & Home Safety · ibhs.org
- Using ASTM D7158 Where Standard Conditions Do Not Apply · asphaltroofing.org
- Asphalt Roofing Manufacturers Association · asphaltroofing.org
- Revise as shown: · floridabuilding.org
- Table R905.2.6.1 shows the shingle classifications that comply with the different ultimate wind speed values. · gaf.com
- Asphalt Shingle Roofs · basc.pnnl.gov
- Asphalt Shingle Roofing Jacksonville FL · nexgenfl.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
ASTM D7158 wind resistance Class D G H 90 120 150 shingles architectural three tab ASTM D3161 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
asphalt roofing shingles ASTM D3161 Class A D F wind speed ratings manufacturer architectural three tab OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |