Real ChatGPT answer · index seedESH3GzNf9WocompleteHome services and improvement · roofinginformational
Which type of shingle provides better impact resistance for families living in hail-prone regions of the midwest?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which type of shingle provides better impact resistance for families living in hail-prone regions of the midwest?
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
Class 4 impact resistant roofing shingles polymer modified asphalt hail resistance Midwest UL 2218 insurance limitations Google ↗
IBHS hail resistant roofing shingles Class 4 UL 2218 impact resistance roofing guidance Google ↗
- Roof 101 – Insurance Institute for Business & Home Safety · ibhs.org
- Class 4 Roof Shingles · gaf.com
- IBHS Releases Its Most Expansive Impact-Resistant Shingle Ratings to Date – Insurance Institute for Business & Home Safety · ibhs.org
- Asphalt Shingle Roofs · basc.pnnl.gov
- Relative Impact Resistance of Shingles – Insurance Institute for Business & Home Safety · ibhs.org
- Impact Resistance Test Protocol for Asphalt Shingles – Insurance Institute for Business & Home Safety · ibhs.org
- FORTIFIED Roof - FORTIFIED · fortifiedhome.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Class 4 impact resistant roofing shingles polymer modified asphalt hail resistance Midwest UL 2218 insurance limitations OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
IBHS hail resistant roofing shingles Class 4 UL 2218 impact resistance roofing guidance OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |