Real ChatGPT answer · index seed8AekGn9iKzccompleteEducation · graduate schoolinformational

What are the current annual tuition and total cost of attendance figures for Columbia University graduate programs this academic year?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the current annual tuition and total cost of attendance figures for Columbia University graduate programs this academic year?
2 real searches · 1 real-search pass
site:columbia.edu 2026-2027 graduate tuition cost of attendance Columbia University graduate programsGoogle ↗
OBSERVEDOther / navigational
Columbia University graduate tuition 2026-2027 cost of attendance 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 (2)
Short fact50%Other / navigational50%ComparisonConsequenceReasonDefinitionInstructionYes / 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
site:columbia.edu 2026-2027 graduate tuition cost of attendance Columbia University graduate programs Google ↗
Columbia University graduate tuition 2026-2027 cost of attendance official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
site:columbia.edu 2026-2027 graduate tuition cost of attendance Columbia University graduate programs
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Columbia University graduate tuition 2026-2027 cost of attendance official
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1