Real ChatGPT answer · index seedqqWoUNSKoAgcompleteFinance and banking · investing and brokeragesbrand
Is it actually cheaper to invest my kids college fund using Fidelity index funds or should I just stick with Vanguard for lower expense ratios
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The searches the AI actually ran for this prompt.
SEED QUERY
Is it actually cheaper to invest my kids college fund using Fidelity index funds or should I just stick with Vanguard for lower expense ratios
3 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 (3)
Classes come from the query-classifier (a local Laya model). 3 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
Fidelity official index fund expense ratios FXAIX FSKAX FZROX 2026 Google ↗
Vanguard official VFIAX VTSAX VOO expense ratios 2026 Google ↗
529 college savings plan expense ratios state tax benefits Fidelity Vanguard official Google ↗
- No minimum investment mutual funds · scs.fidelity.com
- Vanguard Mutual Funds List · investor.vanguard.com
- VOO · advisors.vanguard.com
- 529 Plan FAQs: Tax Benefits, Limits & Rules · misaves.com
- Michigan Education Savings Program Marks College Savings Month with Lower Fees, $10 Billion Milestone and Expanded Opportunities for Career Training · michigan.gov
- Michigan Education Savings Program · misaves.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Fidelity official index fund expense ratios FXAIX FSKAX FZROX 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Vanguard official VFIAX VTSAX VOO expense ratios 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
529 college savings plan expense ratios state tax benefits Fidelity Vanguard official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |