Real ChatGPT answer · index seed4y3GUNqhMTYcompleteHome services and improvement · roofingcommercial
Are architectural shingles really that much better against high winds than three-tab shingles because I need to replace my damaged roof immediately?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are architectural shingles really that much better against high winds than three-tab shingles because I need to replace my damaged roof immediately?
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
asphalt roofing shingle manufacturer wind warranty architectural shingles 130 mph three tab wind rating installation requirements Google ↗
California roof replacement wind damage permit code asphalt shingles wind rating San Jose Google ↗
- Asphalt Shingle Roofs · basc.pnnl.gov
- Roof Warranty Comparison Guide for GAF Shingles · gaf.com
- CHAPTER 9 ROOF ASSEMBLIES · codes.iccsafe.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
asphalt roofing shingle manufacturer wind warranty architectural shingles 130 mph three tab wind rating installation requirements OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
California roof replacement wind damage permit code asphalt shingles wind rating San Jose OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |