Real ChatGPT answer · index seedA1uVGyL6JDQcompleteHome services and improvement · roofingcommercial
Which roofing materials hold up best against heavy tree debris and falling acorns in the Pacific Northwest climate?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which roofing materials hold up best against heavy tree debris and falling acorns in the Pacific Northwest climate?
2 real searches · 1 real-search pass
Pacific Northwest roofing materials impact resistance falling branches acorns moss wet climate standing seam metal composite shingles Class 4Google ↗
OBSERVED
roofing manufacturer technical documentation metal roof impact resistance hail Class 4 composite roofing impact testing ASTM D7158 D3161Google ↗
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 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
Pacific Northwest roofing materials impact resistance falling branches acorns moss wet climate standing seam metal composite shingles Class 4 Google ↗
roofing manufacturer technical documentation metal roof impact resistance hail Class 4 composite roofing impact testing ASTM D7158 D3161 Google ↗
- Metal Roofs · basc.pnnl.gov
- Overview of Roofing Materials for Forest Service Facilities · fs.usda.gov
- A PACIFIC NORTHWEST EXTENSION PUBLICATION · extension.oregonstate.edu
- Asphalt Shingle Product and Test Standards · asphaltroofing.org
- Roofing Materials Compared: Which Is Right for a Washington State Home? · vantekroofing.com
- Roof 101 – Insurance Institute for Business & Home Safety · ibhs.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Pacific Northwest roofing materials impact resistance falling branches acorns moss wet climate standing seam metal composite shingles Class 4 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
roofing manufacturer technical documentation metal roof impact resistance hail Class 4 composite roofing impact testing ASTM D7158 D3161 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |