Real ChatGPT answer · index seedF6r26nQyCZMcompleteFinance and banking · investing and brokeragescomparison

Is it better to use a SEP IRA or a Solo 401k for retirement planning as a single member LLC with no employees?

ChatGPTgpt-62 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 a SEP IRA or a Solo 401k for retirement planning as a single member LLC with no employees?
2 real searches · 1 real-search pass
IRS 2026 401(k) contribution limit SEP IRA self-employed contribution calculation solo 401kGoogle ↗
OBSERVED
IRS one participant 401k plan Form 5500-EZ $250,000 SEP IRA employees eligibility rulesGoogle ↗
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
IRS 2026 401(k) contribution limit SEP IRA self-employed contribution calculation solo 401k Google ↗
IRS one participant 401k plan Form 5500-EZ $250,000 SEP IRA employees eligibility rules Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS 2026 401(k) contribution limit SEP IRA self-employed contribution calculation solo 401k
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
IRS one participant 401k plan Form 5500-EZ $250,000 SEP IRA employees eligibility rules
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1