How can I tell if curling roof shingles mean I need a complete replacement or just a localized patch to save cash?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can I tell if curling roof shingles mean I need a complete replacement or just a localized patch to save cash?
1 real search · 1 real-search pass
asphalt shingle curling repair versus roof replacement signs widespread deterioration roof age ventilationGoogle ↗
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
asphalt shingle curling repair versus roof replacement signs widespread deterioration roof age ventilation Google ↗
- WHAT'S NORMAL? · cdntamkowebsiteprod.azureedge.net
- Asphalt Shingle Roofing (07 31 13) · sfb.az.gov
- Roofs · huduser.gov
- Roof shingles curling: Repair or replace? · shinglescience.com