What is the failure rate for the 3G and 4G structural steel welding certification test and how can I practice overhead welding better today?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the failure rate for the 3G and 4G structural steel welding certification test and how can I practice overhead welding better today?
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
AWS D1.1 welder qualification test 3G 4G pass fail rate statistics failure rate Google ↗
AWS D1.1 structural welding welder qualification visual inspection bend test acceptance criteria 3G 4G Google ↗
- AWS D1.1/D1.1M:2025-AMD1, Structural Welding Code - Steel · cm.aws.org
- AWS D1.1/D1.1M:2025 Structural Welding Code for Steel · studylib.net
- Welder Qualification Test · clause5.io
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
AWS D1.1 welder qualification test 3G 4G pass fail rate statistics failure rate OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
AWS D1.1 structural welding welder qualification visual inspection bend test acceptance criteria 3G 4G OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |