Real ChatGPT answer · index seed0V4Wjpd2K4ocompleteFinance and banking · investing and brokeragescommercial

How do automated robo-advisors like Betterment compare to managing my own portfolio on a discount brokerage in terms of total annual management fees?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How do automated robo-advisors like Betterment compare to managing my own portfolio on a discount brokerage in terms of total annual management fees?
2 real searches · 1 real-search pass
Betterment pricing annual advisory fee digital 2026 ETF expense ratios officialGoogle ↗
OBSERVED
Fidelity Schwab self-directed brokerage account ETF commission expense ratios official pricing 2026Google ↗
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 pricing annual advisory fee digital 2026 ETF expense ratios official Google ↗
Fidelity Schwab self-directed brokerage account ETF commission expense ratios official pricing 2026 Google ↗
  1. Pricing | Account Fees · schwab.com
  2. Trading Commissions and Margin Rates · fidelity.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Betterment pricing annual advisory fee digital 2026 ETF expense ratios official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Fidelity Schwab self-directed brokerage account ETF commission expense ratios official pricing 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1