Real ChatGPT answer · index seednUCyzUB9E6AcompleteCareers and HR · workplace benefitscomparison

What are the main differences between graduated vesting and cliff vesting for employer 401k matching funds when deciding if I should accept a new job offer?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the main differences between graduated vesting and cliff vesting for employer 401k matching funds when deciding if I should accept a new job offer?
1 real search · 1 real-search pass
IRS 401(k) employer matching contributions vesting graduated cliff schedules ERISA Department of LaborGoogle ↗
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 (1)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
IRS 401(k) employer matching contributions vesting graduated cliff schedules ERISA Department of Labor Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS 401(k) employer matching contributions vesting graduated cliff schedules ERISA Department of Labor
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1