Real ChatGPT answer · index seed7uDhT5L8o4ccompleteFinance and banking · investing and brokeragesinformational
I am trying to decide between Fidelity and Vanguard index funds for my LLC retained earnings, so which one currently offers better expense ratios and liquidity?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I am trying to decide between Fidelity and Vanguard index funds for my LLC retained earnings, so which one currently offers better expense ratios and liquidity?
3 real searches · 1 real-search pass
2026 Fidelity Vanguard index fund expense ratios FSKAX VTSAX VTI official expense ratio 2026 liquidity assets spreadGoogle ↗
OBSERVEDReason
site:fidelity.com FSKAX expense ratio 0.015% FZROX expense ratio officialGoogle ↗
OBSERVEDOther / navigational
site:investor.vanguard.com VTSAX VTI expense ratio official 2026Google ↗
OBSERVEDOther / navigational
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
2026 Fidelity Vanguard index fund expense ratios FSKAX VTSAX VTI official expense ratio 2026 liquidity assets spread Google ↗
site:fidelity.com FSKAX expense ratio 0.015% FZROX expense ratio official Google ↗
site:investor.vanguard.com VTSAX VTI expense ratio official 2026 Google ↗
- FSKAX - Fidelity ® Total Market Index Fund · fundresearch.fidelity.com
- VTSAX - Vanguard Morningstar Total Stock Market Index Fund Admiral Shares · advisors.vanguard.com
- No minimum investment mutual funds · fidelity.com
- 12 Best Fidelity Index Funds in 2026 · nerdwallet.com
- FZROX vs FSKAX vs FXAIX: fees, returns, dividends · quantral.com
- VTI · advisors.vanguard.com
- Vanguard ETF fees & minimums · investor.vanguard.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 Fidelity Vanguard index fund expense ratios FSKAX VTSAX VTI official expense ratio 2026 liquidity assets spread OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
site:fidelity.com FSKAX expense ratio 0.015% FZROX expense ratio official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:investor.vanguard.com VTSAX VTI expense ratio official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |