Real ChatGPT answer · index seedBdOTPRBImtgcompleteFinance and banking · retirement accountsinformational
Are there cheaper alternatives to Vanguard index funds for someone building a do-it-yourself retirement portfolio?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there cheaper alternatives to Vanguard index funds for someone building a do-it-yourself 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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
2026 expense ratios Fidelity ZERO index funds Schwab index funds iShares core ETFs SPDR portfolio ETFs official Google ↗
Vanguard index ETF expense ratios VTI VXUS BND VOO official 2026 Google ↗
- 14 Low-Cost Index Funds and ETFs for October 2026 · nerdwallet.com
- Schwab Index Funds · schwab.com
- Vanguard Investment Products List · investor.vanguard.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 expense ratios Fidelity ZERO index funds Schwab index funds iShares core ETFs SPDR portfolio ETFs official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Vanguard index ETF expense ratios VTI VXUS BND VOO official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |