Real ChatGPT answer · index seed6a3DOAqD26AcompleteHome services and improvement · roofinginformational
My dad thinks we should put a metal roof on our old family house, but I keep reading that architectural asphalt shingles might be better for our budget, so what are the actual pros and cons of each?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My dad thinks we should put a metal roof on our old family house, but I keep reading that architectural asphalt shingles might be better for our budget, so what are the actual pros and cons of each?
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). 1 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
Florida Building Code roofing requirements high velocity hurricane zone Miami-Dade metal roof asphalt shingles wind resistance 2025 Google ↗
Florida roof replacement metal roofing vs architectural shingles cost lifespan South Florida insurance code Google ↗
- Roof Replacement Cost in Miami, FL (2026) · floridaroofprice.com
- Roof Replacement Cost in Florida by Region (2026 Prices) · floridaroofprice.com
- Hurricane Mitigation · miamidade.gov
- Roofing Permits · miamidade.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Florida Building Code roofing requirements high velocity hurricane zone Miami-Dade metal roof asphalt shingles wind resistance 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Florida roof replacement metal roofing vs architectural shingles cost lifespan South Florida insurance code OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |