Real ChatGPT answer · index seedeQCSFtOBbPMcompleteHome services and improvement · roofingcommercial
I am trying to decide between repairing my aging asphalt roof or upgrading to a metal roof for better storm resistance this season.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I am trying to decide between repairing my aging asphalt roof or upgrading to a metal roof for better storm resistance this season.
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
North Carolina residential roofing storm wind resistance metal roof asphalt shingles building code wind ratings homeowner guidance Google ↗
metal roofing asphalt shingles lifespan cost replacement repair 2026 North Carolina homeowner Google ↗
- Cost of Roof Replacement in North Carolina · thisoldhouse.com
- How Much Does a Metal Roof Cost? Raleigh Prices, 2026 · lamarhomes.net
- Roof Replacement Costs in North Carolina (2026) · smoothquotes.com
- Metal Roofs · basc.pnnl.gov
- Asphalt Shingle Roofs · basc.pnnl.gov
- CHAPTER 9 ROOF ASSEMBLIES · codes.iccsafe.org
- CHAPTER 9 ROOF ASSEMBLIES · codes.iccsafe.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
North Carolina residential roofing storm wind resistance metal roof asphalt shingles building code wind ratings homeowner guidance OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
metal roofing asphalt shingles lifespan cost replacement repair 2026 North Carolina homeowner OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |