What is the typical lifespan of architectural asphalt shingles before weather damage starts showing up on the roof?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the typical lifespan of architectural asphalt shingles before weather damage starts showing up on the roof?
1 real search · 1 real-search pass
architectural asphalt shingles expected lifespan first signs of aging granule loss manufacturer warranty roof ventilation climateGoogle ↗
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
architectural asphalt shingles expected lifespan first signs of aging granule loss manufacturer warranty roof ventilation climate Google ↗
- Technical Advisory Bulletin · gaf.com
- WHAT'S NORMAL? · tamko.com
- The IKO Guide to · iko.com