Real ChatGPT answer · index seed5r1jSTnM4i0completeEducation · trade schoolsinformational

Can you compare the current tuition rates for Lincoln Electric welding school against regional community college fabrication programs?

ChatGPTgpt-64 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the current tuition rates for Lincoln Electric welding school against regional community college fabrication programs?
4 real searches · 1 real-search pass
Lincoln Electric Welding School tuition rates 2026 tuition cost officialGoogle ↗
OBSERVEDShort fact
Northern Virginia community college welding fabrication program tuition 2026 officialGoogle ↗
OBSERVEDShort fact
Maryland community college welding fabrication program tuition 2026 officialGoogle ↗
OBSERVEDShort fact
Washington DC area community college welding program tuition 2026 officialGoogle ↗
OBSERVEDShort fact

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 (4)
Short fact100%Other / navigationalComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
Lincoln Electric Welding School tuition rates 2026 tuition cost official Google ↗
Northern Virginia community college welding fabrication program tuition 2026 official Google ↗
Maryland community college welding fabrication program tuition 2026 official Google ↗
Washington DC area community college welding program tuition 2026 official Google ↗
  1. Comprehensive Program January 2027 · classes.lincolnelectric.com
  2. Welding · nvcc.edu
  3. Apply to Virginia's Community Colleges · vccs.edu
  4. Welding · ccbcmd.edu
  5. Welding · aaccedu-lb01-production.terminalfour.net
  6. Welding · pgcc.edu

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Lincoln Electric Welding School tuition rates 2026 tuition cost official
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
Northern Virginia community college welding fabrication program tuition 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
Maryland community college welding fabrication program tuition 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
Washington DC area community college welding program tuition 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1