Real ChatGPT answer · index seedU1MbwCnLGjscompleteCareers and HR · layoffs and severancecommercial

Are there any good financial advisory apps that can help a recent grad figure out if cashing out a tiny 401k is a terrible mistake after a layoff?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any good financial advisory apps that can help a recent grad figure out if cashing out a tiny 401k is a terrible mistake after a layoff?
2 real searches · 1 real-search pass
best financial planning apps retirement rollover 401k tax withdrawal calculator 2026 Fidelity Empower ProjectionLab BoldinGoogle ↗
OBSERVEDComparison
IRS 401k cash out under age 59 1/2 10% additional tax mandatory withholding 20% direct rollover 2026Google ↗
OBSERVEDConsequence

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 / navigationalComparison50%Consequence50%ReasonDefinitionInstructionYes / 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

ChatGPT2 real searches · gpt-6
best financial planning apps retirement rollover 401k tax withdrawal calculator 2026 Fidelity Empower ProjectionLab Boldin Google ↗
IRS 401k cash out under age 59 1/2 10% additional tax mandatory withholding 20% direct rollover 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best financial planning apps retirement rollover 401k tax withdrawal calculator 2026 Fidelity Empower ProjectionLab Boldin
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
IRS 401k cash out under age 59 1/2 10% additional tax mandatory withholding 20% direct rollover 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1