Real ChatGPT answer · index seedbkOH8xSnDkQcompleteHome services and improvement · roofingcommercial
What are the best architectural shingles on the market for heavy wind and hail resistance according to recent 2024 consumer testing reports?
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The searches the AI actually ran for this prompt.
SEED QUERY
What are the best architectural shingles on the market for heavy wind and hail resistance according to recent 2024 consumer testing reports?
1 real search · 1 real-search pass
2024 consumer testing reports best architectural asphalt roof shingles wind hail resistance Consumer Reports ratingsGoogle ↗
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
2024 consumer testing reports best architectural asphalt roof shingles wind hail resistance Consumer Reports ratings Google ↗
- 3 Best Roofing Shingles of 2024, Lab-Tested and Reviewed · yahoo.com
- Best Roofing Shingles: 2024 Shingle Guide (Most Comprehensive) · roofinginsights.com