Real ChatGPT answer · index seedLr2L8ZRjv7AcompleteHome services and improvement · roofingcommercial
What is the labor-to-material cost ratio contractors are charging for storm damaged shingle repair in the Midwest following recent hailstorms?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the labor-to-material cost ratio contractors are charging for storm damaged shingle repair in the Midwest following recent hailstorms?
2 real searches · 1 real-search pass
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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
2026 Midwest hailstorm shingle roof repair labor material cost breakdown contractor pricing labor percentage materials Google ↗
roof replacement labor vs materials percentage asphalt shingles Midwest contractor 2025 2026 hail damage repair Google ↗
- The State of Roofing Labor 2026 · hailmate.ai
- How Much Does Roof Shingle Repair Cost? [2026 Data] · angi.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 Midwest hailstorm shingle roof repair labor material cost breakdown contractor pricing labor percentage materials OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
roof replacement labor vs materials percentage asphalt shingles Midwest contractor 2025 2026 hail damage repair OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |