How do Vanguard actively managed mutual funds compare to their low cost index funds for a household wanting a hands off retirement strategy?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do Vanguard actively managed mutual funds compare to their low cost index funds for a household wanting a hands off retirement strategy?
3 real searches · 1 real-search pass
Vanguard actively managed mutual funds expense ratios versus index funds performance long term Vanguard official 2025Google ↗
OBSERVEDComparison
Vanguard target retirement funds index active management expense ratio officialGoogle ↗
OBSERVEDShort fact
SPIVA US scorecard year end 2025 active funds underperform benchmarkGoogle ↗
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). 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 actively managed mutual funds expense ratios versus index funds performance long term Vanguard official 2025 Google ↗
Vanguard target retirement funds index active management expense ratio official Google ↗
SPIVA US scorecard year end 2025 active funds underperform benchmark Google ↗
- Vanguard Target Retirement Funds · investor.vanguard.com
- TDF Glide Path · workplace.vanguard.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Vanguard actively managed mutual funds expense ratios versus index funds performance long term Vanguard official 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Vanguard target retirement funds index active management expense ratio official OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
SPIVA US scorecard year end 2025 active funds underperform benchmark OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |