Real ChatGPT answer · index seedxPWWjByQ6DocompleteHome services and improvement · contractors and remodelingcommercial
What do home improvement blogs recommend as the absolute lowest cost materials for building a durable backyard deck that passes local codes?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What do home improvement blogs recommend as the absolute lowest cost materials for building a durable backyard deck that passes local codes?
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). 1 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
lowest cost durable deck materials pressure treated lumber DIY deck cost home improvement blog 2025 2026 Google ↗
Corpus Christi Texas residential deck building code permit requirements deck 2026 IRC Google ↗
- How Much Does It Cost to Build a Deck? (2026) · homeguide.com
- How Much Does Pressure-Treated Decking Cost? [2026 Data] · angi.com
- SP652 · utia.tennessee.edu
- How Much Does It Cost to Build a Deck in 2026? (DIY vs Hiring) · buildhowmuch.com
- Construction Codes and Ordinances · corpuschristitx.gov
- Residential Remodels and Repairs · corpuschristitx.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
lowest cost durable deck materials pressure treated lumber DIY deck cost home improvement blog 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Corpus Christi Texas residential deck building code permit requirements deck 2026 IRC OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |