Real ChatGPT answer · index seedpd3anWosMngcompleteReal estate · new constructioncomparison

Between LP SmartSide and vinyl siding which one holds up better against hail and extreme weather on a newly built house?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Between LP SmartSide and vinyl siding which one holds up better against hail and extreme weather on a newly built house?
2 real searches · 1 real-search pass
LP SmartSide engineered wood siding hail impact resistance wind warranty installation officialGoogle ↗
OBSERVED
vinyl siding hail damage wind resistance cold weather official VSIGoogle ↗
OBSERVED

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
LP SmartSide engineered wood siding hail impact resistance wind warranty installation official Google ↗
vinyl siding hail damage wind resistance cold weather official VSI Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
LP SmartSide engineered wood siding hail impact resistance wind warranty installation official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
vinyl siding hail damage wind resistance cold weather official VSI
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1