Real ChatGPT answer · index seedNWe2eUvjjKQcompleteEducation · college degreescomparison

How do the total costs stack up between a biology degree at a flagship state university and a regional campus when you are strictly monitoring every dollar from student loans?

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 the total costs stack up between a biology degree at a flagship state university and a regional campus when you are strictly monitoring every dollar from student loans?
2 real searches · 1 real-search pass
2025-2026 average public four-year in-state tuition fees room board College Board Trends College Pricing 2025Google ↗
OBSERVED
Federal Direct undergraduate student loan limits 2025 2026 interest rates official StudentAid.govGoogle ↗
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
2025-2026 average public four-year in-state tuition fees room board College Board Trends College Pricing 2025 Google ↗
Federal Direct undergraduate student loan limits 2025 2026 interest rates official StudentAid.gov Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2025-2026 average public four-year in-state tuition fees room board College Board Trends College Pricing 2025
OBSERVED
Google ↗
AI Mode ↗
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Federal Direct undergraduate student loan limits 2025 2026 interest rates official StudentAid.gov
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1