Real ChatGPT answer · index seedafiQCMCMpPYcompleteEducation · financial aid and scholarshipsinformational

How do financial aid calculators on Niche compare to the actual net price calculators provided directly on college admissions websites?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How do financial aid calculators on Niche compare to the actual net price calculators provided directly on college admissions websites?
2 real searches · 1 real-search pass
Niche college financial aid calculator how estimates work methodology net price calculator college official admissions websiteGoogle ↗
OBSERVED
Federal Student Aid net price calculator college website estimate actual financial aid award 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
Niche college financial aid calculator how estimates work methodology net price calculator college official admissions website Google ↗
Federal Student Aid net price calculator college website estimate actual financial aid award differences Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Niche college financial aid calculator how estimates work methodology net price calculator college official admissions website
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Federal Student Aid net price calculator college website estimate actual financial aid award differences
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1