Real ChatGPT answer · index seed3BF2Y2BSKoccompleteFinance and banking · investing and brokeragescommercial
Why do Vanguard mutual fund expense ratios matter so much over a twenty year period and which funds should I pick today?
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The searches the AI actually ran for this prompt.
SEED QUERY
Why do Vanguard mutual fund expense ratios matter so much over a twenty year period and which funds should I pick today?
3 real searches · 1 real-search pass
Vanguard mutual fund expense ratios VTSAX VTIAX VBTLX VFIAX official 2026 expense ratioGoogle ↗
OBSERVEDReason
Vanguard target retirement funds expense ratios 2026 official VanguardGoogle ↗
OBSERVEDShort fact
SEC investor.gov mutual fund fees expenses impact returns expense ratioGoogle ↗
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
Vanguard mutual fund expense ratios VTSAX VTIAX VBTLX VFIAX official 2026 expense ratio Google ↗
Vanguard target retirement funds expense ratios 2026 official Vanguard Google ↗
SEC investor.gov mutual fund fees expenses impact returns expense ratio Google ↗
- Vanguard fund details · investor.vanguard.com
- VTSAX - Vanguard Morningstar Total Stock Market Index Fund Admiral Shares · advisors.vanguard.com
- Vanguard fund details · investor.vanguard.com
- Vanguard fund details · investor.vanguard.com
- Vanguard fund details · investor.vanguard.com
- Vanguard Mutual Funds List · investor.vanguard.com
- Vanguard Mutual Funds List · investor.vanguard.com
- How Fees and Expenses Affect Your Investment Portfolio – Investor Bulletin · investor.gov
- Mutual Funds · investor.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Vanguard mutual fund expense ratios VTSAX VTIAX VBTLX VFIAX official 2026 expense ratio OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Vanguard target retirement funds expense ratios 2026 official Vanguard OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
SEC investor.gov mutual fund fees expenses impact returns expense ratio OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |