Real ChatGPT answer · index seedyz9a1M8krdUcompleteEducation · financial aid and scholarshipscommercial

How do financial aid offices typically calculate the cost of attendance for older students who live off-campus and have unique healthcare expenses?

ChatGPTgpt-62 queries11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
How do financial aid offices typically calculate the cost of attendance for older students who live off-campus and have unique healthcare expenses?
2 real searches · 1 real-search pass
Federal Student Aid cost of attendance off-campus housing medical expenses professional judgment adjustment unusual expenses 2026Google ↗
OBSERVEDReason
34 CFR 668.2 cost of attendance allowances medical expenses housing food off campus financial aidGoogle ↗
OBSERVEDReason

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 / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / 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
Federal Student Aid cost of attendance off-campus housing medical expenses professional judgment adjustment unusual expenses 2026 Google ↗
34 CFR 668.2 cost of attendance allowances medical expenses housing food off campus financial aid Google ↗
  1. Special Cases · fsapartners.ed.gov
  2. Cost of Attendance (Budget) · fsapartners.ed.gov
  3. Cost of Attendance Adjustment · financialaid.iastate.edu

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Federal Student Aid cost of attendance off-campus housing medical expenses professional judgment adjustment unusual expenses 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
34 CFR 668.2 cost of attendance allowances medical expenses housing food off campus financial aid
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1