Which exterior siding materials provide the highest impact resistance against severe hail storms without sacrificing aesthetic curb appeal in modern farmhouse designs?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which exterior siding materials provide the highest impact resistance against severe hail storms without sacrificing aesthetic curb appeal in modern farmhouse designs?
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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
hail impact resistance exterior siding fiber cement steel siding brick ASTM impact testing comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
fiber cement siding hail resistance manufacturer impact testing ASTM E1886 D3679 siding hail OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |