Real ChatGPT answer · index seedaKWXR4qTRB4completeFinance and banking · budgeting and savingcomparison

Is it better to use Acorns for retirement savings or open a Roth IRA directly with Fidelity right out of college

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is it better to use Acorns for retirement savings or open a Roth IRA directly with Fidelity right out of college
3 real searches · 1 real-search pass
Acorns pricing plans monthly fee Roth IRA account official 2026Google ↗
OBSERVED
Fidelity Roth IRA fees account minimum index funds officialGoogle ↗
OBSERVED
IRS Roth IRA contribution limits 2026 income limits 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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
Acorns pricing plans monthly fee Roth IRA account official 2026 Google ↗
Fidelity Roth IRA fees account minimum index funds official Google ↗
IRS Roth IRA contribution limits 2026 income limits official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Acorns pricing plans monthly fee Roth IRA account official 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Fidelity Roth IRA fees account minimum index funds official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
IRS Roth IRA contribution limits 2026 income limits official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1