Are IKO Cambridge architectural shingles any good, or are the negative reviews about premature blistering and granule loss true for families living in hot climates?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are IKO Cambridge architectural shingles any good, or are the negative reviews about premature blistering and granule loss true for families living in hot climates?
1 real search · 1 real-search pass
IKO Cambridge shingles premature blistering granule loss hot climate reviews warranty technical data TexasGoogle ↗
OBSERVEDReason
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).
Searches and sources
ChatGPT1 real searches · gpt-6
IKO Cambridge shingles premature blistering granule loss hot climate reviews warranty technical data Texas Google ↗
- Leeds et al v. IKO Manufacturing, Inc. et al · classaction.org
- IKO Shingles: Cambridge, Dynasty, Nordic Class 4 Guide · roofingstormdamage.com
- Consumer Reviews of Iko shingles · roof.info
- TECHNICAL DATA SHEET · iko.com
- IKO® Cambridge™ Shingles | Application Instructions | English · iko.com
- TBR02ExcessRfgGranulesOnShingles · iko.com
- Cambridge · iko.com