Which asphalt shingle brand has the best reputation for durability in heavy snow regions since I am replacing my entire roof before winter hits
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which asphalt shingle brand has the best reputation for durability in heavy snow regions since I am replacing my entire roof before winter hits
1 real search · 1 real-search pass
best asphalt shingle brands durability cold snowy climates ice dam freeze thaw impact resistance CertainTeed Malarkey Owens Corning GAF manufacturer specificationsGoogle ↗
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
best asphalt shingle brands durability cold snowy climates ice dam freeze thaw impact resistance CertainTeed Malarkey Owens Corning GAF manufacturer specifications Google ↗
- ROOF SHINGLE HAIL IMPACT RATINGS · fortifiedhome.org
- Insurance Institute for Business & Home Safety® · fortifiedhome.org
Queries
1 queries · click a column to sort