Real ChatGPT answer · index seed8BVQoTxypSocompleteParenting and family · family financesinformational
How do robo-advisors for kids compare to standard high-yield savings accounts for long-term college funds started by parents in their twenties?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do robo-advisors for kids compare to standard high-yield savings accounts for long-term college funds started by parents in their twenties?
3 real searches · 1 real-search pass
529 college savings plan tax benefits qualified education expenses IRS 2026Google ↗
OBSERVEDConsequence
FDIC deposit insurance coverage savings accounts $250000 officialGoogle ↗
OBSERVEDDefinition
SEC investor bulletin robo advisors fees risks custodial investment accounts minorsGoogle ↗
OBSERVEDConsequence
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). 2 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
529 college savings plan tax benefits qualified education expenses IRS 2026 Google ↗
FDIC deposit insurance coverage savings accounts $250000 official Google ↗
SEC investor bulletin robo advisors fees risks custodial investment accounts minors Google ↗
- Publication 970 (2025), Tax Benefits for Education · irs.gov
- 529 Plans: Questions and answers · irs.gov
- Investor Bulletin: Robo-Advisers · investor.gov
- Subscription-based Advisory Fees: Investor Bulletin · investor.gov
- Deposit Insurance At A Glance · fdic.gov
- Your Insured Deposits · fdic.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
529 college savings plan tax benefits qualified education expenses IRS 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
FDIC deposit insurance coverage savings accounts $250000 official OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 | |
SEC investor bulletin robo advisors fees risks custodial investment accounts minors OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |