Looking for unbiased reviews on whether metal roofs hold up better than asphalt shingles against high winds in coastal areas.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for unbiased reviews on whether metal roofs hold up better than asphalt shingles against high winds in coastal areas.
3 real searches · 1 real-search pass
independent comparison metal roofing vs asphalt shingles high wind coastal areas wind resistance testing FEMA IBHS Florida building codeGoogle ↗
OBSERVED
FEMA roof covering metal panels asphalt shingles hurricane wind performance installation coastal corrosionGoogle ↗
OBSERVED
IBHS FORTIFIED roof asphalt shingles metal roof wind resistance testing high wind coastalGoogle ↗
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
independent comparison metal roofing vs asphalt shingles high wind coastal areas wind resistance testing FEMA IBHS Florida building code Google ↗
FEMA roof covering metal panels asphalt shingles hurricane wind performance installation coastal corrosion Google ↗
IBHS FORTIFIED roof asphalt shingles metal roof wind resistance testing high wind coastal Google ↗
- PART I: Roof Cover Damage Assessment on Residential and Light Commercial Structures – Insurance Institute for Business & Home Safety · ibhs.org
- Microsoft Word · floir.gov
- - Roof cover loss occurred in all wind speed bands. Most homes with asphalt shingles experienced damage, while less than half of homes with metal roofs were damaged. All homes with 3-tab shingles that were investigated were damaged. · ibhs.org
- Improving Windstorm and Tornado · fema.gov
- Best Practices for Minimizing Wind · fema.gov
- FEMA P-499: Home Builder’s Guide to Coastal Construction · govinfo.gov
- Performance of asphalt shingles under simulated hurricane winds and evaluation of current installation practices · sciencedirect.com
- FORTIFIED Home · fortifiedhome.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
independent comparison metal roofing vs asphalt shingles high wind coastal areas wind resistance testing FEMA IBHS Florida building code OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
FEMA roof covering metal panels asphalt shingles hurricane wind performance installation coastal corrosion OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
IBHS FORTIFIED roof asphalt shingles metal roof wind resistance testing high wind coastal OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |