What are the current industry standards for assessing localized granule loss and uplift on architectural asphalt roof shingles following a severe hail event in the Midwest?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the current industry standards for assessing localized granule loss and uplift on architectural asphalt roof shingles following a severe hail event in the Midwest?
3 real searches · 1 real-search pass
current industry standards hail damage assessment asphalt shingles granule loss uplift ASTM NRCA HAAG 2026Google ↗
OBSERVEDReason
ASTM D7158 D3462 asphalt shingles hail damage assessment granule loss uplift standardsGoogle ↗
OBSERVEDReason
Insurance Institute for Business & Home Safety hail damage asphalt shingles test protocol granule lossGoogle ↗
OBSERVEDReason
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.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
current industry standards hail damage assessment asphalt shingles granule loss uplift ASTM NRCA HAAG 2026 Google ↗
ASTM D7158 D3462 asphalt shingles hail damage assessment granule loss uplift standards Google ↗
Insurance Institute for Business & Home Safety hail damage asphalt shingles test protocol granule loss Google ↗
- Asphalt Shingle Product and Test Standards · asphaltroofing.org
- D7158/D7158M Standard Test Method for Wind Resistance of Asphalt Shingles (Uplift Force/Uplift Resistance Method) · store.astm.org
- Impact Resistance Test Protocol for Asphalt Shingles – Insurance Institute for Business & Home Safety · ibhs.org
- New Asphalt Shingle Hail Impact Performance Test Protocol and Damage Assessment | Natural Hazards Review · ascelibrary.com
- Microsoft Word - ibhs-impact-resistance-test-protocol-for-asphalt-shingles.docx · ibhs.org
- New Asphalt Shingle Hail Impact Performance Test Protocol and Damage Assessment | Natural Hazards Review · ascelibrary.com
- Using ASTM D7158 Where Standard Conditions Do Not Apply · asphaltroofing.org
- Protocol for Assessment of Hail-Damaged Roofing · haagglobal.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
current industry standards hail damage assessment asphalt shingles granule loss uplift ASTM NRCA HAAG 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
ASTM D7158 D3462 asphalt shingles hail damage assessment granule loss uplift standards OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Insurance Institute for Business & Home Safety hail damage asphalt shingles test protocol granule loss OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |