Real ChatGPT answer · index seedFeGmYtoBiPocompleteFinance and banking · investing and brokeragescomparison
Can you compare SoFi automated investing performance and management fees against a standard Vanguard target date fund for my traditional IRA?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare SoFi automated investing performance and management fees against a standard Vanguard target date fund for my traditional IRA?
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
SoFi automated investing advisory fee 0.25% performance returns portfolio IRA official 2026 Google ↗
Vanguard target retirement funds expense ratio 0.08% performance 2025 2026 official Google ↗
- Automated Investing · sofi.com
- Are there advisory fees for SoFi Robo Invest accounts? · support.sofi.com
- Vanguard Mutual Funds List · investor.vanguard.com
- How personalized advice from Vanguard compares with target-date investments · ownyourfuture.vanguard.com
- sec.gov · sec.gov
- January 28, 2026 · personal1.vanguard.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
SoFi automated investing advisory fee 0.25% performance returns portfolio IRA official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Vanguard target retirement funds expense ratio 0.08% performance 2025 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |