Real ChatGPT answer · index seedDb5QWpQStFQcompleteEducation · trade schoolscomparison

Break down the hourly tuition breakdown and lab fees for Lincoln Electric Welding School's advanced pipe welding curriculum starting next semester.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Break down the hourly tuition breakdown and lab fees for Lincoln Electric Welding School's advanced pipe welding curriculum starting next semester.
2 real searches · 1 real-search pass
Lincoln Electric Welding School tuition fees advanced pipe welding program 2026 2027 officialGoogle ↗
OBSERVEDInstruction
Lincoln Electric Welding School advanced pipe welding curriculum tuition hourly lab fees 2027 semesterGoogle ↗
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 / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

Classes come from the query-classifier (a local Laya model). 1 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 fees advanced pipe welding program 2026 2027 official Google ↗
Lincoln Electric Welding School advanced pipe welding curriculum tuition hourly lab fees 2027 semester Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Lincoln Electric Welding School tuition fees advanced pipe welding program 2026 2027 official
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Lincoln Electric Welding School advanced pipe welding curriculum tuition hourly lab fees 2027 semester
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1