What state sponsored 529 plans have the lowest expense ratios right now for out of state residents trying to save on college tuition?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What state sponsored 529 plans have the lowest expense ratios right now for out of state residents trying to save on college tuition?
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). 1 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
lowest expense ratio out-of-state 529 plans 2026 fees index portfolio expense ratios official Google ↗
529 plan fee comparison 2026 expense ratios Utah my529 Nevada Vanguard New York direct Michigan MESP Google ↗
- Fees & Expenses · scholarshare529.com
- Unique College Investing Plan | New Hampshire · fidelity.com
- Fees & Expenses · misaves.com
- Fees and Expenses · my529.org
- Compare 529 Plans · savingforcollege.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
lowest expense ratio out-of-state 529 plans 2026 fees index portfolio expense ratios official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
529 plan fee comparison 2026 expense ratios Utah my529 Nevada Vanguard New York direct Michigan MESP OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |