Real ChatGPT answer · index seedHMXquijLZwgcompleteEducation · trade schoolsinformational

What are the exact welding certification requirements for underwater welding compared to standard pipe welding today?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the exact welding certification requirements for underwater welding compared to standard pipe welding today?
2 real searches · 1 real-search pass
2026 U.S. underwater welding certification requirements AWS D3.6M commercial diver qualification OSHA ADCI standards wet weldingGoogle ↗
OBSERVEDInstruction
2026 ASME Section IX pipe welder qualification requirements WPS performance qualification essential variables 6G testGoogle ↗
OBSERVEDInstruction

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)
Short factOther / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

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 U.S. underwater welding certification requirements AWS D3.6M commercial diver qualification OSHA ADCI standards wet welding Google ↗
2026 ASME Section IX pipe welder qualification requirements WPS performance qualification essential variables 6G test Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 U.S. underwater welding certification requirements AWS D3.6M commercial diver qualification OSHA ADCI standards wet welding
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
2026 ASME Section IX pipe welder qualification requirements WPS performance qualification essential variables 6G test
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1