We are comparing asphalt shingles and metal roofing for our new commercial office build in Texas. Which holds up better against severe hail and summer heat?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We are comparing asphalt shingles and metal roofing for our new commercial office build in Texas. Which holds up better against severe hail and summer heat?
3 real searches · 1 real-search pass
Texas commercial roofing hail resistance metal roof vs asphalt shingles UL 2218 FM Global hail guidanceGoogle ↗
OBSERVED
DOE cool roofs metal roofing asphalt shingles solar reflectance Texas summer heat commercial buildingsGoogle ↗
OBSERVED
IBHS hail resistant roofing metal roof asphalt shingles impact resistance testingGoogle ↗
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
Texas commercial roofing hail resistance metal roof vs asphalt shingles UL 2218 FM Global hail guidance Google ↗
DOE cool roofs metal roofing asphalt shingles solar reflectance Texas summer heat commercial buildings Google ↗
IBHS hail resistant roofing metal roof asphalt shingles impact resistance testing Google ↗
- HAIL ROOF COVERS **Impact-Resistance Standards B · ibhs.org
- Impact Resistance Test Protocol for Asphalt Shingles – Insurance Institute for Business & Home Safety · ibhs.org
- Shingle Performance Ratings – Insurance Institute for Business & Home Safety · ibhs.org
- Cool Roofs · energystar.gov
- Using Cool Roofs to Reduce Heat Islands · epa.gov
- Cool Roofs and Walls to Reduce Heat Gain · basc.pnnl.gov
- Technical Advisory BulletinGAFTo: GAF Commercial Sales, GAF Contractors, Field Services, AIS, CARE · documents.gaf.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Texas commercial roofing hail resistance metal roof vs asphalt shingles UL 2218 FM Global hail guidance OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
DOE cool roofs metal roofing asphalt shingles solar reflectance Texas summer heat commercial buildings OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
IBHS hail resistant roofing metal roof asphalt shingles impact resistance testing OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |