Compare the durability of metal roofs versus asphalt shingles against falling tree branches in a wooded suburban neighborhood
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the durability of metal roofs versus asphalt shingles against falling tree branches in a wooded suburban neighborhood
2 real searches · 1 real-search pass
metal roofing vs asphalt shingles impact resistance falling tree branches testing hail impact standing seam metal roof manufacturer technical dataGoogle ↗
OBSERVEDComparison
roof covering impact resistance UL 2218 metal shingles asphalt shingles branch impact structural roof deckGoogle ↗
OBSERVEDConsequence
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
metal roofing vs asphalt shingles impact resistance falling tree branches testing hail impact standing seam metal roof manufacturer technical data Google ↗
roof covering impact resistance UL 2218 metal shingles asphalt shingles branch impact structural roof deck Google ↗
- Metal Roofs · basc.pnnl.gov
- UL 2218 | UL Standards & Engagement · shopulstandards.com
- Impact-resistant shingles and roofing materials · gaf.com
- Relative Impact Resistance of Asphalt Shingles · ibhs.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
metal roofing vs asphalt shingles impact resistance falling tree branches testing hail impact standing seam metal roof manufacturer technical data OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
roof covering impact resistance UL 2218 metal shingles asphalt shingles branch impact structural roof deck OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |