Real ChatGPT answer · index seed6tTKev04GWwcompleteEducation · trade schoolscommercial

I need a comprehensive breakdown of welding certification requirements online versus in person for the AWS D1.1 structural code test.

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I need a comprehensive breakdown of welding certification requirements online versus in person for the AWS D1.1 structural code test.
3 real searches · 1 real-search pass
AWS D1.1 welder qualification test requirements performance qualification visual inspection bend test official AWSGoogle ↗
OBSERVEDInstruction
AWS Certified Welder program testing facility performance qualification AWS D1.1 online testingGoogle ↗
OBSERVEDInstruction
AWS D1.1 2025 edition welder qualification code changes certification requirementsGoogle ↗
OBSERVEDConsequence

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 (3)
Short factOther / navigationalComparisonConsequence33%ReasonDefinitionInstruction67%Yes / no

Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
AWS D1.1 welder qualification test requirements performance qualification visual inspection bend test official AWS Google ↗
AWS Certified Welder program testing facility performance qualification AWS D1.1 online testing Google ↗
AWS D1.1 2025 edition welder qualification code changes certification requirements Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
AWS D1.1 welder qualification test requirements performance qualification visual inspection bend test official AWS
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
AWS Certified Welder program testing facility performance qualification AWS D1.1 online testing
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
AWS D1.1 2025 edition welder qualification code changes certification requirements
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1