Real ChatGPT answer · index seedl3Y376tHikAcompleteHome services and improvement · roofingcomparison

Is an architectural shingle better than a three tab shingle for wind damage repair after a tornado warning just passed?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is an architectural shingle better than a three tab shingle for wind damage repair after a tornado warning just passed?
1 real search · 1 real-search pass
architectural asphalt shingles three tab wind resistance ratings installation warranty manufacturer wind rating tornado roof damage inspection safetyGoogle ↗
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
architectural asphalt shingles three tab wind resistance ratings installation warranty manufacturer wind rating tornado roof damage inspection safety Google ↗
  1. Asphalt Shingle Roofs · basc.pnnl.gov
  2. Improving Windstorm and Tornado · fema.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
architectural asphalt shingles three tab wind resistance ratings installation warranty manufacturer wind rating tornado roof damage inspection safety
OBSERVED
Google ↗
AI Mode ↗
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