Can you tell me if paying extra for architectural asphalt shingles provides any real longevity advantage over standard three tab shingles on a new roof installation?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you tell me if paying extra for architectural asphalt shingles provides any real longevity advantage over standard three tab shingles on a new roof installation?
2 real searches · 1 real-search pass
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 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
three tab vs architectural asphalt shingles lifespan wind resistance manufacturer warranty technical differences Google ↗
asphalt roofing shingles ventilation installation impact service life NRCA manufacturer architectural three tab Google ↗
- SELF-SEALING ASPHALT SHINGLES · teamcomplete.com
- Wind Uplift of Asphalt Shingles: Sensitivity to Roof Slope and Installation Temperature · ibhs.org
- Ventilation and Moisture Control for Residential Roofing · asphaltroofing.org
- Resources · nrca.net
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
three tab vs architectural asphalt shingles lifespan wind resistance manufacturer warranty technical differences OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
asphalt roofing shingles ventilation installation impact service life NRCA manufacturer architectural three tab OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |