Real ChatGPT answer · index seediFxLAXLB4ZEcompleteEducation · trade schoolscommercial

Compare the total tuition and completion time of UTI automotive courses versus local community college mechanic programs in Ohio

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

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the total tuition and completion time of UTI automotive courses versus local community college mechanic programs in Ohio
2 real searches · 1 real-search pass
2026 UTI automotive technician training program tuition total cost length 51 weeks tuition fees Ohio campusGoogle ↗
OBSERVEDShort fact
Ohio community college automotive technology associate degree certificate tuition credits program length Columbus State Sinclair Cuyahoga Community College Stark State 2026Google ↗
OBSERVEDComparison

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 fact50%Other / navigationalComparison50%ConsequenceReasonDefinitionInstructionYes / no

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
2026 UTI automotive technician training program tuition total cost length 51 weeks tuition fees Ohio campus Google ↗
Ohio community college automotive technology associate degree certificate tuition credits program length Columbus State Sinclair Cuyahoga Community College Stark State 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 UTI automotive technician training program tuition total cost length 51 weeks tuition fees Ohio campus
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
Ohio community college automotive technology associate degree certificate tuition credits program length Columbus State Sinclair Cuyahoga Community College Stark State 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1