Real ChatGPT answer · index seedqZByx9u56GkcompleteEducation · trade schoolslocal

Where can my structural steel welding team go for mandatory annual recertification testing at an accredited facility close to Raleigh?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Where can my structural steel welding team go for mandatory annual recertification testing at an accredited facility close to Raleigh?
3 real searches · 1 real-search pass
Raleigh NC AWS accredited welder testing facility welder performance qualification structural steel annual recertificationGoogle ↗
OBSERVEDInstruction
Wake Tech Southern Wake Campus AWS Certified Testing Lab welder qualification testing accredited ATF Raleigh contactGoogle ↗
OBSERVEDOther / navigational
PIT Instruction Training AWS Accredited Testing Facility North Carolina address contact welder qualification testingGoogle ↗
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 (3)
Short factOther / navigational33%ComparisonConsequenceReasonDefinitionInstruction67%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
Raleigh NC AWS accredited welder testing facility welder performance qualification structural steel annual recertification Google ↗
Wake Tech Southern Wake Campus AWS Certified Testing Lab welder qualification testing accredited ATF Raleigh contact Google ↗
PIT Instruction Training AWS Accredited Testing Facility North Carolina address contact welder qualification testing Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Raleigh NC AWS accredited welder testing facility welder performance qualification structural steel annual recertification
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Wake Tech Southern Wake Campus AWS Certified Testing Lab welder qualification testing accredited ATF Raleigh contact
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
PIT Instruction Training AWS Accredited Testing Facility North Carolina address contact welder qualification testing
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1