Real ChatGPT answer · index seedK7GSyI2ciG0completeEducation · trade schoolsinformational

Where are the official structural steel welding testing locations in Ohio where my daughter can get her AWS certification after finishing school?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Where are the official structural steel welding testing locations in Ohio where my daughter can get her AWS certification after finishing school?
1 real search · 1 real-search pass
AWS Accredited Test Facilities Ohio structural steel welding certification D1.1 locations officialGoogle ↗
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 (1)
Short factOther / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
AWS Accredited Test Facilities Ohio structural steel welding certification D1.1 locations official Google ↗
  1. welding.org · welding.org
  2. lincolnelectric.com · lincolnelectric.com
  3. eliteweldingacademy.com · eliteweldingacademy.com
  4. cscc.edu · cscc.edu
  5. eastland-fairfield.com · eastland-fairfield.com
  6. apollocareercenter.com · apollocareercenter.com
  7. ohcap.org · ohcap.org
  8. owens.edu · owens.edu
  9. AWS official Accredited Test Facility directory · aws.org
  10. AWS facility listing · aws-p-001-delivery.sitecorecontenthub.cloud
  11. AWS ATF Domestic Listing · aws-p-001-delivery.sitecorecontenthub.cloud
  12. ATF Facility Accreditation · dev.aws.org
  13. Professional Welding Certifications · aws.org
  14. Certified Welder Program - Pinnacle of Welding Proficiency · aws.org

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
AWS Accredited Test Facilities Ohio structural steel welding certification D1.1 locations official
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1