Comparing asphalt shingle versus metal roofing durability for hail storms in the Charlotte North Carolina area
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Comparing asphalt shingle versus metal roofing durability for hail storms in the Charlotte North Carolina area
3 real searches · 1 real-search pass
Charlotte North Carolina hail frequency severe thunderstorms roofing hail damage climateGoogle ↗
OBSERVED
Class 4 impact resistant asphalt shingles versus standing seam metal roofing hail durability insurance UL 2218 manufacturer guidanceGoogle ↗
OBSERVED
metal roofing hail damage cosmetic dents aluminum steel standing seam warranty hail resistanceGoogle ↗
OBSERVED
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 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
Charlotte North Carolina hail frequency severe thunderstorms roofing hail damage climate Google ↗
Class 4 impact resistant asphalt shingles versus standing seam metal roofing hail durability insurance UL 2218 manufacturer guidance Google ↗
metal roofing hail damage cosmetic dents aluminum steel standing seam warranty hail resistance Google ↗
- Metal Roofs · basc.pnnl.gov
- HAIL ROOF COVERS **Impact-Resistance Standards B · ibhs.org
- Asphalt Shingle Roofs · basc.pnnl.gov
- Roof Age Index: Charlotte Region · bentonroofing.com
- Roof Age Index · bentonroofing.com
- Class 4 Roof Shingles · gaf.com
- ENHANCED IMPACT RESISTANCE TO HAIL · dcpd6wotaa0mb.cloudfront.net
- Impact-resistant shingles and roofing materials · gaf.com
- WHEN YOU REPLACE YOUR ROOF COVERING · amica.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Charlotte North Carolina hail frequency severe thunderstorms roofing hail damage climate OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Class 4 impact resistant asphalt shingles versus standing seam metal roofing hail durability insurance UL 2218 manufacturer guidance OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
metal roofing hail damage cosmetic dents aluminum steel standing seam warranty hail resistance OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |