Real ChatGPT answer · index seedKmR7niPO7ngcompleteCareers and HR · freelancinginformational

What steps are involved in setting up a Solo 401k to lower my taxable income as a high-earning freelance developer?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What steps are involved in setting up a Solo 401k to lower my taxable income as a high-earning freelance developer?
2 real searches · 1 real-search pass
IRS 2026 401(k) contribution limits elective deferral limit 2026 solo 401k self employedGoogle ↗
OBSERVEDReason
IRS one participant 401k plans self employed contribution calculation deadline Form 5500-EZGoogle ↗
OBSERVEDOther / navigational

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.

ChatGPT real searches (2)
Short factOther / navigational50%ComparisonConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS 2026 401(k) contribution limits elective deferral limit 2026 solo 401k self employed
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
IRS one participant 401k plans self employed contribution calculation deadline Form 5500-EZ
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1