Can you compare the investment fee structures of the Vanguard retirement fund choices available in my 401k versus what I would pay on my own
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare the investment fee structures of the Vanguard retirement fund choices available in my 401k versus what I would pay on my own
3 real searches · 1 real-search pass
Vanguard Target Retirement funds expense ratios 2026 institutional trust 401k fees retail mutual fundsGoogle ↗
OBSERVEDConsequence
Vanguard target retirement funds expense ratios Admiral shares 2026 officialGoogle ↗
OBSERVEDConsequence
Vanguard IRA brokerage account fees mutual fund ETF expense ratios official 2026Google ↗
OBSERVEDReason
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
Vanguard Target Retirement funds expense ratios 2026 institutional trust 401k fees retail mutual funds Google ↗
Vanguard target retirement funds expense ratios Admiral shares 2026 official Google ↗
Vanguard IRA brokerage account fees mutual fund ETF expense ratios official 2026 Google ↗
- Vanguard Target Retirement Funds · investor.vanguard.com
- Vanguard Target Retirement 2060 Fund SP 1691 · sec.gov
- Compare mutual fund share classes at Vanguard · investor.vanguard.com
- Vanguard mutual fund fees and minimums · investor.vanguard.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Vanguard Target Retirement funds expense ratios 2026 institutional trust 401k fees retail mutual funds OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Vanguard target retirement funds expense ratios Admiral shares 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Vanguard IRA brokerage account fees mutual fund ETF expense ratios official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |