Real ChatGPT answer · index seedr0C9mGTaxkkcompleteCareers and HR · workplace benefitscommercial

Looking for analysis on whether a four hundred one k employer match with a five-year cliff vesting period is still competitive in today's labor market.

ChatGPTgpt-62 queries11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
Looking for analysis on whether a four hundred one k employer match with a five-year cliff vesting period is still competitive in today's labor market.
2 real searches · 1 real-search pass
2026 401(k) employer matching contributions maximum vesting schedule three year cliff five year cliff IRS ERISA defined contribution planGoogle ↗
OBSERVEDYes / no
2026 employer 401k match prevalence average match vesting schedule cliff graded vesting labor market benefits surveyGoogle ↗
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 / navigationalComparisonConsequenceReason50%DefinitionInstructionYes / no50%

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
2026 401(k) employer matching contributions maximum vesting schedule three year cliff five year cliff IRS ERISA defined contribution plan Google ↗
2026 employer 401k match prevalence average match vesting schedule cliff graded vesting labor market benefits survey Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 401(k) employer matching contributions maximum vesting schedule three year cliff five year cliff IRS ERISA defined contribution plan
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1
2026 employer 401k match prevalence average match vesting schedule cliff graded vesting labor market benefits survey
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1