Real ChatGPT answer · index seedeuMpXOqFOH8completeEducation · college degreesbrand

How much does it actually cost to attend Columbia University for a business administration bachelor degree after financial aid is factored in for an in-state student living off campus?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How much does it actually cost to attend Columbia University for a business administration bachelor degree after financial aid is factored in for an in-state student living off campus?
2 real searches · 1 real-search pass
Columbia University undergraduate 2026-2027 cost of attendance off campus financial aid tuition housing officialGoogle ↗
OBSERVEDShort fact
Columbia University undergraduate majors business administration bachelor's degree 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 fact100%Other / navigationalComparisonConsequenceReasonDefinitionInstructionYes / 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
Columbia University undergraduate 2026-2027 cost of attendance off campus financial aid tuition housing official Google ↗
Columbia University undergraduate majors business administration bachelor's degree official Google ↗
  1. Degree Programs · academics.business.columbia.edu
  2. Columbia Business School · business.columbia.edu
  3. Fees, Expenses, and Financial Aid < Columbia College · bulletin.columbia.edu
  4. Understanding Columbia's Common Data Set · opir.columbia.edu

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Columbia University undergraduate 2026-2027 cost of attendance off campus financial aid tuition housing official
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
Columbia University undergraduate majors business administration bachelor's degree official
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1