Real ChatGPT answer · index seedxFuhATQ8l9wcompleteFinance and banking · retirement accountscomparison

Betterment automated investing costs versus Vanguard Digital Advisor fees, which platform is actually cheaper for a fifty thousand dollar traditional IRA rollover I am processing today?

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Betterment automated investing costs versus Vanguard Digital Advisor fees, which platform is actually cheaper for a fifty thousand dollar traditional IRA rollover I am processing today?
2 real searches · 1 real-search pass
Betterment automated investing pricing annual advisory fee IRA 2026 official feesGoogle ↗
OBSERVED
Vanguard Digital Advisor advisory fee annual net fee IRA 2026 official feesGoogle ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
Betterment automated investing pricing annual advisory fee IRA 2026 official fees Google ↗
Vanguard Digital Advisor advisory fee annual net fee IRA 2026 official fees Google ↗
  1. Betterment Fee Disclosure · betterment.com
  2. Vanguard Investment Advice Services · investor.vanguard.com
  3. FAQ · ownyourfuture.vanguard.com
  4. Robo-Advisor - Automated Investing Services · investor.vanguard.com
  5. Vanguard Digital Advisor · investor.vanguard.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Betterment automated investing pricing annual advisory fee IRA 2026 official fees
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Vanguard Digital Advisor advisory fee annual net fee IRA 2026 official fees
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1