Real ChatGPT answer · index seedjDDpPQzKh2YcompleteHome services and improvement · roofinginformational
Why do architectural shingles curl up after heavy hail and wind storms and how does that affect their ability to shed water?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why do architectural shingles curl up after heavy hail and wind storms and how does that affect their ability to shed water?
1 real search · 1 real-search pass
architectural asphalt shingles hail wind damage curling lifted edges water shedding manufacturer guidanceGoogle ↗
OBSERVEDConsequence
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
architectural asphalt shingles hail wind damage curling lifted edges water shedding manufacturer guidance Google ↗
- Residential Roofing FAQ, Roofing Shingles Questions Answered · iko.com
- Misconceptions of Wind Damage to Asphalt Composition Shingles · iibec.org
- TB-10024261 · dcpd6wotaa0mb.cloudfront.net
- Natural Weathering and Hazard Exposure – Insurance Institute for Business & Home Safety · ibhs.org
- Asphalt Shingle Roofs · basc.pnnl.gov