Real ChatGPT answer · index seedVvITeWzArxocompleteCareers and HR · workplace benefitscomparison

How do the 401k employer match vesting schedules affect my decision to stay at my current job through the end of the year for our family finances?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How do the 401k employer match vesting schedules affect my decision to stay at my current job through the end of the year for our family finances?
2 real searches · 1 real-search pass
IRS 401(k) employer matching contributions vesting cliff graded schedule 3 year 6 year rulesGoogle ↗
OBSERVEDReason
Department of Labor 401(k) vesting employer contributions plan summary plan description vesting scheduleGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequenceReason100%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

ChatGPT2 real searches · gpt-6
IRS 401(k) employer matching contributions vesting cliff graded schedule 3 year 6 year rules Google ↗
Department of Labor 401(k) vesting employer contributions plan summary plan description vesting schedule Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS 401(k) employer matching contributions vesting cliff graded schedule 3 year 6 year rules
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Department of Labor 401(k) vesting employer contributions plan summary plan description vesting schedule
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1