Real ChatGPT answer · index seedDL3NAGZxkbkcompleteFinance and banking · retirement accountscomparison

Betterment charges an advisory fee of twenty five basis points, but how does that compare to managing a Fidelity Roth IRA on my own with zero commissions?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Betterment charges an advisory fee of twenty five basis points, but how does that compare to managing a Fidelity Roth IRA on my own with zero commissions?
2 real searches · 1 real-search pass
Betterment digital investing annual advisory fee 0.25% official pricing 2026Google ↗
OBSERVED
Fidelity Roth IRA self directed zero commission online US stocks ETFs mutual fund expense ratios officialGoogle ↗
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 digital investing annual advisory fee 0.25% official pricing 2026 Google ↗
Fidelity Roth IRA self directed zero commission online US stocks ETFs mutual fund expense ratios official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Betterment digital investing annual advisory fee 0.25% official pricing 2026
OBSERVED
Google ↗
AI Mode ↗
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of 1
Fidelity Roth IRA self directed zero commission online US stocks ETFs mutual fund expense ratios official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1