Real ChatGPT answer · index seed67U3xk7wlLccompleteEducation · college degreesinformational

Is it cheaper in the long run to attend an out-of-state public university with a major-specific scholarship or an in-state school with zero financial aid?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is it cheaper in the long run to attend an out-of-state public university with a major-specific scholarship or an in-state school with zero financial aid?
1 real search · 1 real-search pass
2026-2026 public university average out-of-state tuition in-state tuition College Board Trends in College Pricing 2025 net price cost comparisonGoogle ↗
OBSERVEDComparison

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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
2026-2026 public university average out-of-state tuition in-state tuition College Board Trends in College Pricing 2025 net price cost comparison Google ↗
  1. Trends in College Pricing 2025 · research.collegeboard.org
  2. Trends in College Pricing Highlights · research.collegeboard.org

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026-2026 public university average out-of-state tuition in-state tuition College Board Trends in College Pricing 2025 net price cost comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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