Is IKO Cambridge a reliable shingle brand or should I push back and ask our contractor for Atlas or GAF instead?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is IKO Cambridge a reliable shingle brand or should I push back and ask our contractor for Atlas or GAF instead?
1 real search · 1 real-search pass
IKO Cambridge vs Atlas Pinnacle Pristine vs GAF Timberline HDZ reliability warranty wind resistance algae resistance independent reviewsGoogle ↗
OBSERVED
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.
Classifying 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
IKO Cambridge vs Atlas Pinnacle Pristine vs GAF Timberline HDZ reliability warranty wind resistance algae resistance independent reviews Google ↗
- 2026 Shingle Brand Comparison Report (7 Brands) · theroofingbrief.com
- Shingle Brands Compared: IKO, GAF, Owens Corning, CertainTeed · libertyroofingcompany.com
- 2026 Roofing Warranty Comparison Database (7 Brands) · theroofingbrief.com
- IKO Shingles Review (2026): Dynasty & Cambridge · theroofingbrief.com
- Atlas Roofing Pinnacle Pristine vs IKO IKO Cambridge: Specs, Warranty & Price Compared · roofingstuffs.com
- The Impact Resistant Collection · iko.com