How do I compare the historical performance of Vanguard institutional index funds against the actively managed options in our retirement portfolio?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I compare the historical performance of Vanguard institutional index funds against the actively managed options in our retirement portfolio?
2 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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Vanguard institutional index fund performance fact sheet annualized returns expense ratio benchmark comparison methodology retirement plan funds Google ↗
SEC investor bulletin mutual fund fees expenses performance benchmark past performance retirement plan Google ↗
- Investor Bulletin: Performance Claims · investor.gov
- Maximize Your Retirement Savings-Tips on Using the Fee and Investment Information From Your Retirement Plan · dol.gov
- Understanding Retirement Plan Fees and Expenses · dol.gov
- Calculating Mutual Fund Fees and Expenses · sec.gov
- Institutional fund performance and fact sheets · workplace.vanguard.com
- Retirement plan investment and fee resources · dol.gov
- Investor education and mutual fund resources · investor.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Vanguard institutional index fund performance fact sheet annualized returns expense ratio benchmark comparison methodology retirement plan funds OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
SEC investor bulletin mutual fund fees expenses performance benchmark past performance retirement plan OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |