Real ChatGPT answer · index seedw9uxShPdiEUcompleteEducation · trade schoolscommercial

Can you list the official structural steel welding testing locations in Texas and tell me their current pass fail rates?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you list the official structural steel welding testing locations in Texas and tell me their current pass fail rates?
2 real searches · 1 real-search pass
AWS Accredited Test Facility locations Texas structural steel welding testing centers official pass fail ratesGoogle ↗
OBSERVEDReason
Texas structural steel welder qualification testing AWS accredited test facility listGoogle ↗
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 / navigationalComparisonConsequenceReason50%DefinitionInstruction50%Yes / no

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
AWS Accredited Test Facility locations Texas structural steel welding testing centers official pass fail rates Google ↗
Texas structural steel welder qualification testing AWS accredited test facility list Google ↗
  1. aws-p-001-delivery.sitecorecontenthub.cloud · aws-p-001-delivery.sitecorecontenthub.cloud
  2. AWS Facility Accreditation: Test the next generation of welders · aws.org
  3. www.txdot.gov · txdot.gov

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
AWS Accredited Test Facility locations Texas structural steel welding testing centers official pass fail rates
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Texas structural steel welder qualification testing AWS accredited test facility list
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1