Real ChatGPT answer · index seede9yM79upRE0completeHome services and improvement · contractors and remodelingcommercial
Compare the lifecycle durability of James Hardie fiber cement siding versus engineered wood products for a coastal property exposed to high salt spray.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the lifecycle durability of James Hardie fiber cement siding versus engineered wood products for a coastal property exposed to high salt spray.
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). 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
James Hardie siding coastal salt spray durability installation fasteners corrosion warranty official Google ↗
LP SmartSide coastal salt spray saltwater durability installation edge sealing warranty official Google ↗
- Frequently Asked Questions · jameshardie.com
- Coastal Capsule · lpcorp.com
- JamesHardie®Siding Products · cdnassets.hw.net
- James Hardie® Siding Products · cdnassets.hw.net
- ® LP® SmartSide® Lap Siding LP® SmartSide® Panel S · lpcorp.com
- Application Instructions · lpcorp.com
- LP SmartSide® ExpertFinish TRIM & SIDING · pdf.lowes.com
- Care and Maintenance INSTRUCTIONSLP SmartSide® · lpcorp.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
James Hardie siding coastal salt spray durability installation fasteners corrosion warranty official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
LP SmartSide coastal salt spray saltwater durability installation edge sealing warranty official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |