Real ChatGPT answer · index seedbmyvyqbdfCIcompleteHome services and improvement · contractors and remodelinglocal
What is the absolute cheapest material option for a backyard deck if I want it to last at least ten years in Texas weather?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the absolute cheapest material option for a backyard deck if I want it to last at least ten years in Texas weather?
1 real search · 1 real-search pass
cheapest backyard deck materials pressure treated pine Texas lifespan maintenance cost per square foot 2026Google ↗
OBSERVEDComparison
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
cheapest backyard deck materials pressure treated pine Texas lifespan maintenance cost per square foot 2026 Google ↗
- Deck Building Cost in Texas: 2026 Guide | House Escort · houseescort.com
- Best Deck Materials for Austin TX Heat · redagaveatx.com
- How Much Does a Deck Cost in Austin, TX? (2026 Pricing) · redagaveatx.com
- View product · shop.lenco.supplies