Real ChatGPT answer · index seed1bGLcNdnbg0completeFinance and banking · retirement accountscommercial

Which automated robo advisor has the lowest total fee right now when comparing Betterment versus other platforms for a rollover IRA?

ChatGPTgpt-61 query10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which automated robo advisor has the lowest total fee right now when comparing Betterment versus other platforms for a rollover IRA?
1 real search · 1 real-search pass
2026 robo advisor fees Betterment Fidelity Go Schwab Intelligent Portfolios Vanguard Digital Advisor Wealthfront IRA advisory fee expense ratios rollover IRAGoogle ↗
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 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
2026 robo advisor fees Betterment Fidelity Go Schwab Intelligent Portfolios Vanguard Digital Advisor Wealthfront IRA advisory fee expense ratios rollover IRA Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 robo advisor fees Betterment Fidelity Go Schwab Intelligent Portfolios Vanguard Digital Advisor Wealthfront IRA advisory fee expense ratios rollover IRA
OBSERVED
Google ↗
AI Mode ↗
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