Real ChatGPT answer · index seedI6fCxzirHTEcompleteReal estate · new constructioncommercial

Can you compare the long-term durability of vinyl siding versus hardie board siding for homes built in high wind areas?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the long-term durability of vinyl siding versus hardie board siding for homes built in high wind areas?
2 real searches · 1 real-search pass
vinyl siding wind resistance installation high wind ASTM D5206 manufacturer wind load technical bulletinGoogle ↗
OBSERVEDReason
fiber cement siding high wind resistance installation wind load Hardie technical documentationGoogle ↗
OBSERVEDReason

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)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

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
vinyl siding wind resistance installation high wind ASTM D5206 manufacturer wind load technical bulletin Google ↗
fiber cement siding high wind resistance installation wind load Hardie technical documentation Google ↗
  1. Home Builder’s Guide · fema.gov
  2. Vinyl Siding Institute · vinylsiding.org
  3. Frequently Asked Questions · jameshardie.com
  4. JamesHardie TECHNICAL DATA SHEET · assets.ctfassets.net
  5. Moisture-, Impact-, Fire-, and Pest-Resistant Exterior Siding · basc.pnnl.gov
  6. JamesHardie™ · assets.ctfassets.net

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
vinyl siding wind resistance installation high wind ASTM D5206 manufacturer wind load technical bulletin
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
fiber cement siding high wind resistance installation wind load Hardie technical documentation
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1