Real ChatGPT answer · index seeddohP9Q7nDdQcompleteHome services and improvement · roofingcomparison

Are Owens Corning shingles better than Atlas shingles for durability against the severe storms currently hitting my neighborhood?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are Owens Corning shingles better than Atlas shingles for durability against the severe storms currently hitting my neighborhood?
1 real search · 1 real-search pass
Tampa Florida severe storms today October 31 2026 weather warnings storm reportsGoogle ↗
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
Tampa Florida severe storms today October 31 2026 weather warnings storm reports Google ↗
  1. StormMaster® Shake Shingles · atlasroofing.com
  2. PRODUCT DATA SHEET · atlasroofing.com
  3. TruDefinition® Duration STORM® Shingles · owenscorning.com
  4. TruDefinition · hhrexteriors.com
  5. Hurricane Retrofit Guide · apps.floridadisaster.org
  6. National Weather Service · forecast.weather.gov
  7. Forecast: Some rain for Halloween today · tampabay28.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Tampa Florida severe storms today October 31 2026 weather warnings storm reports
OBSERVED
Google ↗
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