Real ChatGPT answer · index seedbHftmyckUakcompleteCareers and HR · salaries and payinformational

How does a four hundred one k match vested over time impact my decision between two competing job offers with different benefits packages?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How does a four hundred one k match vested over time impact my decision between two competing job offers with different benefits packages?
1 real search · 1 real-search pass
IRS 401(k) employer matching contributions vesting schedule employee contributions always 100% vested Department of LaborGoogle ↗
OBSERVEDYes / no

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 / navigationalComparisonConsequenceReasonDefinitionInstructionYes / no100%

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 schedule employee contributions always 100% vested Department of Labor Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS 401(k) employer matching contributions vesting schedule employee contributions always 100% vested Department of Labor
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1