I am trying to choose between the Lincoln Electric welding school and Tulsa Welding School based on total out-of-pocket costs and housing assistance.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I am trying to choose between the Lincoln Electric welding school and Tulsa Welding School based on total out-of-pocket costs and housing assistance.
3 real searches · 1 real-search pass
Lincoln Electric Welding School tuition fees housing assistance vs Tulsa Welding School total cost 2026Google ↗
OBSERVEDComparison
Lincoln Electric Welding School tuition cost housing assistance 2026 officialGoogle ↗
OBSERVEDShort fact
Tulsa Welding School tuition cost housing assistance 2026 official campuses housing assistanceGoogle ↗
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 (3)
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
Lincoln Electric Welding School tuition fees housing assistance vs Tulsa Welding School total cost 2026 Google ↗
Lincoln Electric Welding School tuition cost housing assistance 2026 official Google ↗
Tulsa Welding School tuition cost housing assistance 2026 official campuses housing assistance Google ↗
- Tulsa Welding School Costs: Tuition & Fees · tws.edu
- Comprehensive Program January 2027 · classes.lincolnelectric.com
- 2026 Lincoln Electric Technical Training Course Ca · ch-delivery.lincolnelectric.com
- How Much Does Welding School Actually Cost? · tws.edu
- Student Resources · tws.edu
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Lincoln Electric Welding School tuition fees housing assistance vs Tulsa Welding School total cost 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Lincoln Electric Welding School tuition cost housing assistance 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
Tulsa Welding School tuition cost housing assistance 2026 official campuses housing assistance OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |