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

I am retired and trying to understand if Betterment automated portfolios actually outperform traditional mutual funds after taking their management fees into account

ChatGPTgpt-64 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I am retired and trying to understand if Betterment automated portfolios actually outperform traditional mutual funds after taking their management fees into account
4 real searches · 1 real-search pass
Betterment current pricing digital investing annual advisory fee ETF expense ratios 2026 officialGoogle ↗
OBSERVED
Betterment portfolio performance methodology automated investing historical returns fees officialGoogle ↗
OBSERVED
SPIVA US scorecard year end 2025 active mutual funds underperform benchmarks long termGoogle ↗
OBSERVED
Vanguard average mutual fund expense ratios index active 2025 investment company fact bookGoogle ↗
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 4 queries…

Searches and sources

ChatGPT4 real searches · gpt-6
Betterment current pricing digital investing annual advisory fee ETF expense ratios 2026 official Google ↗
Betterment portfolio performance methodology automated investing historical returns fees official Google ↗
SPIVA US scorecard year end 2025 active mutual funds underperform benchmarks long term Google ↗
Vanguard average mutual fund expense ratios index active 2025 investment company fact book Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Betterment current pricing digital investing annual advisory fee ETF expense ratios 2026 official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Betterment portfolio performance methodology automated investing historical returns fees official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
SPIVA US scorecard year end 2025 active mutual funds underperform benchmarks long term
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Vanguard average mutual fund expense ratios index active 2025 investment company fact book
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1