Real ChatGPT answer · index seedmdF2SvM4B0gcompleteReal estatecomparison
Are fiber cement siding panels from James Hardie better at withstanding coastal humidity and high winds than traditional vinyl siding on a new construction single family home in Florida
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are fiber cement siding panels from James Hardie better at withstanding coastal humidity and high winds than traditional vinyl siding on a new construction single family home in Florida
3 real searches · 1 real-search pass
James Hardie fiber cement siding coastal Florida humidity wind resistance installation technical guide wind speed FloridaGoogle ↗
OBSERVEDInstruction
Florida Building Code vinyl siding wind pressure installation requirements fiber cement siding hurricane windGoogle ↗
OBSERVEDInstruction
James Hardie HardiePlank technical product literature moisture wind warranty coastal salt airGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
James Hardie fiber cement siding coastal Florida humidity wind resistance installation technical guide wind speed Florida Google ↗
Florida Building Code vinyl siding wind pressure installation requirements fiber cement siding hurricane wind Google ↗
James Hardie HardiePlank technical product literature moisture wind warranty coastal salt air Google ↗
7 cited sources
- Climate-Engineered Siding & Why It Matters · www.jameshardie.com
- Moisture-, Impact-, Fire-, and Pest-Resistant Exterior Siding · basc.pnnl.gov
- Home Builder’s Guide · www.fema.gov
- ICC-ES Evaluation Report · floridabuilding.org
- Mitigation Assessment Team Report · www.fema.gov
- Best Practices for Minimizing Wind · www.fema.gov
- Wind Retrofit Guide for · www.fema.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
James Hardie fiber cement siding coastal Florida humidity wind resistance installation technical guide wind speed Florida OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Florida Building Code vinyl siding wind pressure installation requirements fiber cement siding hurricane wind OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
James Hardie HardiePlank technical product literature moisture wind warranty coastal salt air OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |