Real ChatGPT answer · index seedwQ9bFY5xXAIcompleteFinance and banking · investing and brokeragescommercial
Could you compare the fees of SoFi automated investing against Vanguard to see which is better for someone in retirement?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Could you compare the fees of SoFi automated investing against Vanguard to see which is better for someone in retirement?
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 current 2026 official Google ↗
Vanguard Digital Advisor annual net advisory fee current 2026 official Google ↗
Vanguard robo advisor fees retirement account minimum digital advisor official Google ↗
- Robo-Advisor - Automated Investing Services · investor.vanguard.com
- Robo-Advisor - Automated Investing Services · investor.vanguard.com
- Vanguard Investment Advice Services · investor.vanguard.com
- 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 Investment Advice Services · 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 current 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Vanguard Digital Advisor annual net advisory fee current 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Vanguard robo advisor fees retirement account minimum digital advisor official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |