Real ChatGPT answer · index seedpvw3byoUSJ0completeFinance and banking · investing and brokeragescomparison

Should I set up automatic monthly contributions into Vanguard or E Trade for my LLC retirement plan

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

The searches the AI actually ran for this prompt.

SEED QUERY
Should I set up automatic monthly contributions into Vanguard or E Trade for my LLC retirement plan
3 real searches · 1 real-search pass
Vanguard small business retirement plans SEP IRA individual 401k fees automatic contributions officialGoogle ↗
OBSERVED
E*TRADE small business retirement plans SEP IRA individual 401k fees officialGoogle ↗
OBSERVED
IRS 2026 retirement plan contribution limits SEP IRA solo 401kGoogle ↗
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
Vanguard small business retirement plans SEP IRA individual 401k fees automatic contributions official Google ↗
E*TRADE small business retirement plans SEP IRA individual 401k fees official Google ↗
IRS 2026 retirement plan contribution limits SEP IRA solo 401k Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Vanguard small business retirement plans SEP IRA individual 401k fees automatic contributions official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
E*TRADE small business retirement plans SEP IRA individual 401k fees official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
IRS 2026 retirement plan contribution limits SEP IRA solo 401k
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1