Real ChatGPT answer · index seedXjG4L2RDqjwcompleteHome services and improvement · roofinginformational
What makes architectural shingles more expensive than three tab, and do they actually last ten years longer in heavy storm areas?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What makes architectural shingles more expensive than three tab, and do they actually last ten years longer in heavy storm areas?
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
architectural vs 3 tab asphalt shingles wind resistance lifespan manufacturer warranty heavy wind storm areas Google ↗
FEMA asphalt shingle roof wind resistance installation sealed shingles hurricane wind performance Google ↗
- Improving Windstorm and Tornado · fema.gov
- Wind Retrofit Guide for · fema.gov
- Relative Impact Resistance of Asphalt Shingles · ibhs.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
architectural vs 3 tab asphalt shingles wind resistance lifespan manufacturer warranty heavy wind storm areas OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
FEMA asphalt shingle roof wind resistance installation sealed shingles hurricane wind performance OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |