Real ChatGPT answer · index seedhbJKzXOXpSQcompleteCareers and HR · workplace benefitscommercial

What is the typical vesting schedule for a 401k employer match at major tech companies and do I lose everything if I quit early

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

The searches the AI actually ran for this prompt.

SEED QUERY
What is the typical vesting schedule for a 401k employer match at major tech companies and do I lose everything if I quit early
2 real searches · 1 real-search pass
401(k) employer matching contributions vesting schedules IRS immediate cliff graded 3 year 6 year Department of LaborGoogle ↗
OBSERVEDReason
major technology companies 401k employer match vesting immediate Google Microsoft Amazon Meta plan vestingGoogle ↗
OBSERVEDOther / navigational

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 / navigational50%ComparisonConsequenceReason50%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
401(k) employer matching contributions vesting schedules IRS immediate cliff graded 3 year 6 year Department of Labor Google ↗
major technology companies 401k employer match vesting immediate Google Microsoft Amazon Meta plan vesting Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
401(k) employer matching contributions vesting schedules IRS immediate cliff graded 3 year 6 year Department of Labor
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
major technology companies 401k employer match vesting immediate Google Microsoft Amazon Meta plan vesting
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1