Can you list the best college savings plans with the lowest fees for middle class parents who want to start investing a small monthly amount?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you list the best college savings plans with the lowest fees for middle class parents who want to start investing a small monthly amount?
3 real searches · 1 real-search pass
best low fee 529 college savings plans expense ratios direct sold 2026 Utah my529 New York Vanguard Nevada official feesGoogle ↗
OBSERVEDComparison
Tennessee 529 TNStars fees investment options expense ratio official 2026Google ↗
OBSERVEDComparison
529 plan fees comparison direct sold plans low minimum monthly contribution officialGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 1 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
best low fee 529 college savings plans expense ratios direct sold 2026 Utah my529 New York Vanguard Nevada official fees Google ↗
Tennessee 529 TNStars fees investment options expense ratio official 2026 Google ↗
529 plan fees comparison direct sold plans low minimum monthly contribution official Google ↗
- Fees and Expenses · my529.org
- Price and Performance · nysaves.org
- Compare 529 Plans · savingforcollege.com
- Investment Options · tnstars.treasury.tn.gov
- Compare 529 Plans · savingforcollege.com
- Opening an account · my529.org
- my529.org · my529.org
- nysaves.org · nysaves.org
- Compare 529 Plans · savingforcollege.com
- Compare 529 Plans Results · savingforcollege.com
- tnstars.treasury.tn.gov · tnstars.treasury.tn.gov
- TNStars FAQs · tnstars.treasury.tn.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best low fee 529 college savings plans expense ratios direct sold 2026 Utah my529 New York Vanguard Nevada official fees OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Tennessee 529 TNStars fees investment options expense ratio official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
529 plan fees comparison direct sold plans low minimum monthly contribution official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |