Real ChatGPT answer · index seedDjy7iLan2CEcompleteFinance and banking · retirement accountsbrand

How does the SEP IRA for freelancers compare to a solo 401k for a married couple where one partner has fluctuating freelance income?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How does the SEP IRA for freelancers compare to a solo 401k for a married couple where one partner has fluctuating freelance income?
2 real searches · 1 real-search pass
IRS 2026 401(k) contribution limits elective deferral 2026 SEP IRA limit 2026 self employedGoogle ↗
OBSERVED
IRS SEP IRA self employed contribution calculation 20 percent net earnings solo 401k spouse employee 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 limits elective deferral 2026 SEP IRA limit 2026 self employed Google ↗
IRS SEP IRA self employed contribution calculation 20 percent net earnings solo 401k spouse employee rules Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS 2026 401(k) contribution limits elective deferral 2026 SEP IRA limit 2026 self employed
OBSERVED
Google ↗
AI Mode ↗
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of 1
IRS SEP IRA self employed contribution calculation 20 percent net earnings solo 401k spouse employee rules
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1