Real ChatGPT answer · index seedSPsZQnrgLyMcompleteCareers and HR · layoffs and severancecomparison

Weigh the long-term tax penalties of an early 401k withdrawal against taking out a loan from my retirement account to survive a sudden job loss.

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Weigh the long-term tax penalties of an early 401k withdrawal against taking out a loan from my retirement account to survive a sudden job loss.
3 real searches · 1 real-search pass
IRS 401(k) early distributions 10% additional tax exceptions hardship distributions 2026Google ↗
OBSERVEDConsequence
IRS 401(k) loans leave employment loan offset rollover deadline qualified plan loan offsetGoogle ↗
OBSERVEDComparison
Department of Labor 401(k) loans leaving job repayment plan loan offsetGoogle ↗
OBSERVEDReason

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 (3)
Short factOther / navigationalComparison33%Consequence33%Reason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
IRS 401(k) early distributions 10% additional tax exceptions hardship distributions 2026 Google ↗
IRS 401(k) loans leave employment loan offset rollover deadline qualified plan loan offset Google ↗
Department of Labor 401(k) loans leaving job repayment plan loan offset Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS 401(k) early distributions 10% additional tax exceptions hardship distributions 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
IRS 401(k) loans leave employment loan offset rollover deadline qualified plan loan offset
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Department of Labor 401(k) loans leaving job repayment plan loan offset
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1