What is the best way to estimate college tuition inflation when I am trying to save for my high schooler who starts in three years?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the best way to estimate college tuition inflation when I am trying to save for my high schooler who starts in three years?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
college tuition inflation historical annual increase 2025 College Board Trends in College Pricing 2025 Google ↗
College Board Trends in College Pricing 2025 tuition fee increases public private historical trends Google ↗
- Trends in College Pricing 2025 · research.collegeboard.org
- Trends in College Pricing 2025 · mefa.org
- What Has Happened to College Prices? · bipartisanpolicy.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
college tuition inflation historical annual increase 2025 College Board Trends in College Pricing 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
College Board Trends in College Pricing 2025 tuition fee increases public private historical trends OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |