Real ChatGPT answer · index seedjDTnRzBKdJEcompleteHome services and improvement · DIY projectsinformational
What is the estimated material cost inflation for building a cedar backyard deck this year compared to historical pricing trends from two years ago?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the estimated material cost inflation for building a cedar backyard deck this year compared to historical pricing trends from two years ago?
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
2026 cedar decking lumber prices compared to 2024 building material price inflation cedar deck materials 2026 Google ↗
BLS producer price index softwood lumber 2024 2026 building materials lumber prices historical data Google ↗
- Producer Price Index by Commodity: Lumber and Wood Products: Softwood Lumber (WPU0811) | FRED · fred.stlouisfed.org
- Lumber Price Index: Are Lumber Prices Up? · calcrafter.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 cedar decking lumber prices compared to 2024 building material price inflation cedar deck materials 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
BLS producer price index softwood lumber 2024 2026 building materials lumber prices historical data OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |