Real ChatGPT answer · index seedz7WDLrepVIgcompleteFinance and banking · budgeting and savingbrand

Is Vanguard still the best place to open a Roth IRA for my small business or should I look at Fidelity instead?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is Vanguard still the best place to open a Roth IRA for my small business or should I look at Fidelity instead?
2 real searches · 1 real-search pass
Vanguard vs Fidelity Roth IRA fees minimums fractional shares mutual funds 2026 officialGoogle ↗
OBSERVED
IRS 2026 Roth IRA contribution limits income limits self employed solo 401k SEP IRA 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
Vanguard vs Fidelity Roth IRA fees minimums fractional shares mutual funds 2026 official Google ↗
IRS 2026 Roth IRA contribution limits income limits self employed solo 401k SEP IRA official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Vanguard vs Fidelity Roth IRA fees minimums fractional shares mutual funds 2026 official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
IRS 2026 Roth IRA contribution limits income limits self employed solo 401k SEP IRA official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1