Real ChatGPT answer · index seedvj69i4yrdZwcompleteHome services and improvement · roofinginformational
What are the manufacturer-specified fastening patterns for high-wind zones when installing dimensional architectural shingles on a steep slope roof?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the manufacturer-specified fastening patterns for high-wind zones when installing dimensional architectural shingles on a steep slope roof?
1 real search · 1 real-search pass
manufacturer installation instructions architectural dimensional shingles high wind 6 nails steep slope nail placement CertainTeed Landmark Owens Corning Duration GAF Timberline HDZGoogle ↗
OBSERVEDInstruction
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 installation instructions architectural dimensional shingles high wind 6 nails steep slope nail placement CertainTeed Landmark Owens Corning Duration GAF Timberline HDZ Google ↗
Queries
1 queries · click a column to sort