Real ChatGPT answer · index seed4JtcVGLBcbUcompleteHome services and improvement · roofingcommercial
Which holds up better against severe hail storms while remaining affordable, architectural shingles or basic three-tab?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which holds up better against severe hail storms while remaining affordable, architectural shingles or basic three-tab?
1 real search · 1 real-search pass
architectural shingles vs three tab hail resistance UL 2218 Class 4 impact resistant asphalt shingles insurance costGoogle ↗
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 shingles vs three tab hail resistance UL 2218 Class 4 impact resistant asphalt shingles insurance cost Google ↗