Real ChatGPT answer · index seed9oxzkBUHheocompleteFinance and banking · budgeting and savingcomparison

Vanguard digital advisor versus Betterment automated management fees for a portfolio hovering around seventy five thousand dollars in assets.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Vanguard digital advisor versus Betterment automated management fees for a portfolio hovering around seventy five thousand dollars in assets.
2 real searches · 1 real-search pass
Vanguard Digital Advisor advisory fee annual net advisory fee 2026 officialGoogle ↗
OBSERVED
Betterment automated investing management fee 0.25% 2026 official pricingGoogle ↗
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
Vanguard Digital Advisor advisory fee annual net advisory fee 2026 official Google ↗
Betterment automated investing management fee 0.25% 2026 official pricing Google ↗
  1. Vanguard Investment Advice Services · investor.vanguard.com
  2. Robo-Advisor - Automated Investing Services · investor.vanguard.com
  3. What are Betterment’s fees? · betterment.com
  4. Building on our low-cost, investor-first legacy · corporate.vanguard.com
  5. Betterment Fee Disclosure · betterment.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Vanguard Digital Advisor advisory fee annual net advisory fee 2026 official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Betterment automated investing management fee 0.25% 2026 official pricing
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1