Real ChatGPT answer · index seedrFqj5uJbxFIcompleteHome services and improvement · roofinginformational

What is the average cost breakdown for labor versus materials when getting quotes for a brand new roof replacement in the current economy?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the average cost breakdown for labor versus materials when getting quotes for a brand new roof replacement in the current economy?
2 real searches · 1 real-search pass
2026 average roof replacement cost labor materials percentage breakdown asphalt shingles United States roofing labor material costsGoogle ↗
OBSERVED
2026 Mississippi roof replacement cost per square asphalt shingles labor materials breakdownGoogle ↗
OBSERVED

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Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
2026 average roof replacement cost labor materials percentage breakdown asphalt shingles United States roofing labor material costs Google ↗
2026 Mississippi roof replacement cost per square asphalt shingles labor materials breakdown Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 average roof replacement cost labor materials percentage breakdown asphalt shingles United States roofing labor material costs
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
2026 Mississippi roof replacement cost per square asphalt shingles labor materials breakdown
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1