Real ChatGPT answer · index seedD1j0etxexjMcompleteHome services and improvement · roofingcommercial
Is it actually cheaper in the long run to upgrade from basic 3-tab asphalt shingles to a metal roof when living in a hail-prone state?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it actually cheaper in the long run to upgrade from basic 3-tab asphalt shingles to a metal roof when living in a hail-prone state?
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
metal roof vs asphalt shingles hail resistance cost lifespan insurance discounts Class 4 impact resistant shingles hail damage research Google ↗
Maryland hail roof insurance metal roof cosmetic damage asphalt shingles insurance discounts Google ↗
- Metal roofs and home insurance: 4 key facts for homeowners · tdi.texas.gov
- HAIL ROOF COVERS **Impact-Resistance Standards B · ibhs.org
- Institute for Catastrophic · iclr.org
- HAIL IMPACT PERFORMANCE OF ASPHALT SHINGLES · ibhs.org
- protect-your-home-and-lower-insurance-costs · insurance.maryland.gov
- Homeowners-Insurance-Tips · insurance.maryland.gov
- View Document · govt.westlaw.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
metal roof vs asphalt shingles hail resistance cost lifespan insurance discounts Class 4 impact resistant shingles hail damage research OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Maryland hail roof insurance metal roof cosmetic damage asphalt shingles insurance discounts OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |