Real ChatGPT answer · index seedLARap64YvVccompleteEducation · financial aid and scholarshipscomparison

Looking at Niche campus safety and cost grades versus actual Net Price Calculator results how much weight should our family give to their rankings

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

The searches the AI actually ran for this prompt.

SEED QUERY
Looking at Niche campus safety and cost grades versus actual Net Price Calculator results how much weight should our family give to their rankings
2 real searches · 1 real-search pass
Niche college cost grade methodology safety grade methodology how calculatedGoogle ↗
OBSERVED
Federal Student Aid net price calculator estimate limitations college official financial aidGoogle ↗
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 cost grade methodology safety grade methodology how calculated Google ↗
Federal Student Aid net price calculator estimate limitations college official financial aid Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Niche college cost grade methodology safety grade methodology how calculated
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Federal Student Aid net price calculator estimate limitations college official financial aid
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1