Does LP SmartSide engineered wood siding hold up better against woodpeckers and severe hail than vinyl or aluminum siding on custom builds
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Does LP SmartSide engineered wood siding hold up better against woodpeckers and severe hail than vinyl or aluminum siding on custom builds
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).
Searches and sources
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
LP SmartSide engineered wood siding woodpecker resistance hail impact testing warranty hail vinyl aluminum siding comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
LP SmartSide installation specifications impact resistance hail warranty 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |