Real ChatGPT answer · index seed9zNukyKyEbMcompleteFinance and banking · retirement accountscommercial
What do recent reviews say about the portfolio performance and fees of the SoFi automated retirement planner compared to Vanguard?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What do recent reviews say about the portfolio performance and fees of the SoFi automated retirement planner compared to Vanguard?
3 real searches · 1 real-search pass
SoFi automated retirement planner reviews portfolio performance fees compared Vanguard Digital Advisor 2025 2026Google ↗
OBSERVED
SoFi Automated Investing fees portfolio performance reviews retirement planner 2026 officialGoogle ↗
OBSERVED
Vanguard Digital Advisor fees performance portfolio 2026 officialGoogle ↗
OBSERVED
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 retirement planner reviews portfolio performance fees compared Vanguard Digital Advisor 2025 2026 Google ↗
SoFi Automated Investing fees portfolio performance reviews retirement planner 2026 official Google ↗
Vanguard Digital Advisor fees performance portfolio 2026 official Google ↗
- Total Portfolio Returns · backendbenchmarking.com
- Robo Ranking · condorcapital.com
- Performance Commentary · condorcapital.com
- Are there advisory fees for SoFi Robo Invest accounts? · support.sofi.com
- Vanguard Digital Advisor Review 2026: Pros, Cons and How It Compares · nerdwallet.com
- Vanguard Investment Advice Services · investor.vanguard.com
- SoFi Automated Investing Review 2026 · unbiased.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
SoFi automated retirement planner reviews portfolio performance fees compared Vanguard Digital Advisor 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
SoFi Automated Investing fees portfolio performance reviews retirement planner 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Vanguard Digital Advisor fees performance portfolio 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |