Real ChatGPT answer · index seedTR5aG78p6CscompleteHome services and improvement · roofingbrand

Standing seam metal roof versus architectural asphalt shingles total cost breakdown for a 2000 square foot ranch house in Michigan

ChatGPTgpt-61 query11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
Standing seam metal roof versus architectural asphalt shingles total cost breakdown for a 2000 square foot ranch house in Michigan
1 real search · 1 real-search pass
Michigan 2026 roof replacement cost standing seam metal roofing cost per square foot architectural asphalt shingles installed MichiganGoogle ↗
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
Michigan 2026 roof replacement cost standing seam metal roofing cost per square foot architectural asphalt shingles installed Michigan Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Michigan 2026 roof replacement cost standing seam metal roofing cost per square foot architectural asphalt shingles installed Michigan
OBSERVED
Google ↗
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