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What formula do I use to calculate the maximum weight span and bracket spacing for heavy solid walnut floating wooden shelves anchored directly into metal studs?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What formula do I use to calculate the maximum weight span and bracket spacing for heavy solid walnut floating wooden shelves anchored directly into metal studs?
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
AWC wood beam deflection formula modulus of elasticity black walnut engineering properties beam formulas Google ↗
metal stud wall floating shelf bracket load capacity fasteners steel stud manufacturer technical data shelf cantilever Google ↗
- 2015 Manual for Engineered Wood Construction · awc.org
- BEAM DESIGN F · awc.org
- C2.8 SHELF LOADING · industry.gov.au
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
AWC wood beam deflection formula modulus of elasticity black walnut engineering properties beam formulas OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
metal stud wall floating shelf bracket load capacity fasteners steel stud manufacturer technical data shelf cantilever OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |