Real ChatGPT answer · index seedupPWDyAhNBQcompleteHome services and improvement · roofingcommercial
I need to decide today whether to upgrade from three-tab to architectural shingles since my insurance is paying for storm repairs, what are the pros and cons for heavy storm areas?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need to decide today whether to upgrade from three-tab to architectural shingles since my insurance is paying for storm repairs, what are the pros and cons for heavy storm areas?
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
architectural asphalt shingles wind resistance three tab shingles wind warranty hail impact resistance manufacturer technical guidance Google ↗
Georgia homeowners insurance roof discounts impact resistant shingles wind mitigation roofing 2026 Google ↗
- Asphalt Shingle Roofs · basc.pnnl.gov
- JLC Field Guide: Asphalt Shingles · jlconline.com
- Homeowner Insurance Discounts to Help You Save · statefarm.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
architectural asphalt shingles wind resistance three tab shingles wind warranty hail impact resistance manufacturer technical guidance OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Georgia homeowners insurance roof discounts impact resistant shingles wind mitigation roofing 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |