Real ChatGPT answer · index seed61wsEyubv94completeFinance and banking · retirement accountscommercial
Give me a comparison of low cost index funds versus managed funds to help me keep my retirement investing expenses absolute rock bottom.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Give me a comparison of low cost index funds versus managed funds to help me keep my retirement investing expenses absolute rock bottom.
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.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
SEC investor.gov index funds fees expense ratios actively managed funds investor bulletin Google ↗
SPIVA U.S. scorecard year-end 2025 active funds underperform index benchmarks Google ↗
Vanguard average expense ratios index funds actively managed funds 2025 Google ↗
- 50 years. 50 facts. Indexing since 1976. · corporate.vanguard.com
- SPIVA · spglobal.com
- Understanding Retirement Plan Fees and Expenses · dol.gov
- Mutual Fund and ETF Fees and Expenses – Investor Bulletin · investor.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
SEC investor.gov index funds fees expense ratios actively managed funds investor bulletin OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
SPIVA U.S. scorecard year-end 2025 active funds underperform index benchmarks OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Vanguard average expense ratios index funds actively managed funds 2025 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |