Real ChatGPT answer · index seedbik281RsIZccompleteEducation · financial aid and scholarshipsinformational

How accurate are the net price calculators on university websites, and why does my final financial aid package always seem to differ from the estimate?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How accurate are the net price calculators on university websites, and why does my final financial aid package always seem to differ from the estimate?
2 real searches · 1 real-search pass
U.S. Department of Education net price calculator limitations estimates not actual financial aid award accuracyGoogle ↗
OBSERVED
Federal Student Aid net price calculator institutional aid estimates FAFSA financial aid package differencesGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
U.S. Department of Education net price calculator limitations estimates not actual financial aid award accuracy Google ↗
Federal Student Aid net price calculator institutional aid estimates FAFSA financial aid package differences Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
U.S. Department of Education net price calculator limitations estimates not actual financial aid award accuracy
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Federal Student Aid net price calculator institutional aid estimates FAFSA financial aid package differences
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1