Real ChatGPT answer · index seedekBaH6EFsI0completeFinance and banking · retirement accountscommercial
Compare the true out of pocket costs of using SoFi automated retirement planner versus buying low cost Vanguard index funds manually
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the true out of pocket costs of using SoFi automated retirement planner versus buying low cost Vanguard index funds manually
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
SoFi automated investing advisory fee retirement planner current fee 2026 Google ↗
SoFi automated retirement planner fees advisory fee automated investing 2026 Google ↗
Vanguard index funds expense ratios account fees ETFs mutual funds 2026 Google ↗
- Are there advisory fees for SoFi Robo Invest accounts? · support.sofi.com
- SoFi Robo Investing Review 2026: Pros, Cons & How It Compares · nerdwallet.com
- Vanguard Mutual Funds List · investor.vanguard.com
- VTI · advisors.vanguard.com
- VXUS · advisors.vanguard.com
- BND · advisors.vanguard.com
- Vanguard ETF fees & minimums · investor.vanguard.com
- Investment fees & costs · investor.vanguard.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
SoFi automated investing advisory fee retirement planner current fee 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
SoFi automated retirement planner fees advisory fee automated investing 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Vanguard index funds expense ratios account fees ETFs mutual funds 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |