Real ChatGPT answer · index seedpYfvxEIw7fYcompleteHome services and improvement · roofinginformational
Do architectural shingles actually offer better wind warranty coverage than three-tab products when installed with standard six-nail fastening patterns?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Do architectural shingles actually offer better wind warranty coverage than three-tab products when installed with standard six-nail fastening patterns?
1 real search · 1 real-search pass
manufacturer wind warranty architectural shingles versus three tab six nail fastening pattern wind warranty limitations GAF CertainTeed Owens CorningGoogle ↗
OBSERVEDComparison
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
manufacturer wind warranty architectural shingles versus three tab six nail fastening pattern wind warranty limitations GAF CertainTeed Owens Corning Google ↗
- Roof Warranty Comparison Guide for GAF Shingles · gaf.com
- Roof Warranty Comparison Guide for GAF Shingles · gaf.com
- Owens Corning · dcpd6wotaa0mb.cloudfront.net
- GAF Shingle & Accessory Limited Warranty · gaf.com
- Technical Advisory Bulletin · gaf.com