Real ChatGPT answer · index seediZyXOiQOJFMcompleteEducation · trade schoolscomparison

i just graduated with a useless ba and am trying to decide if lincoln electric welding school tuition is worth taking out another loan or if i should just find a cheaper local option

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

The searches the AI actually ran for this prompt.

SEED QUERY
i just graduated with a useless ba and am trying to decide if lincoln electric welding school tuition is worth taking out another loan or if i should just find a cheaper local option
2 real searches · 1 real-search pass
Lincoln Electric Welding School tuition cost program length 2026 officialGoogle ↗
OBSERVEDYes / no
South Carolina community college welding certificate tuition program Columbia Midlands Technical College welding 2026Google ↗
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 / navigationalComparisonConsequenceReasonDefinitionInstruction50%Yes / no50%

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
Lincoln Electric Welding School tuition cost program length 2026 official Google ↗
South Carolina community college welding certificate tuition program Columbia Midlands Technical College welding 2026 Google ↗
  1. Comprehensive Program January 2027 · classes.lincolnelectric.com
  2. Comprehensive Program January 2027 · classes.lincolnelectric.com
  3. Comprehensive Welding | Welding School · midlandstech.edu
  4. Programs · midlandstech.edu
  5. Basic Welding Certificate Program · atc.edu

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Lincoln Electric Welding School tuition cost program length 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1
South Carolina community college welding certificate tuition program Columbia Midlands Technical College welding 2026
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1