Are GAF Timberline HDZ shingles really better than the standard architectural shingles my local contractor is recommending for my first roof replacement?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are GAF Timberline HDZ shingles really better than the standard architectural shingles my local contractor is recommending for my first roof replacement?
1 real search · 1 real-search pass
GAF Timberline HDZ official specifications warranty LayerLock StrikeZone wind warranty comparison architectural shinglesGoogle ↗
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
GAF Timberline HDZ official specifications warranty LayerLock StrikeZone wind warranty comparison architectural shingles Google ↗