Real ChatGPT answer · index seed6ZLsnNcxwZccompleteCareers and HR · workplace benefitscommercial

How do I evaluate a 401k vesting schedule against a slightly higher base salary when trying to secure my familys long term financial future

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 I evaluate a 401k vesting schedule against a slightly higher base salary when trying to secure my familys long term financial future
2 real searches · 1 real-search pass
IRS 401(k) employer matching contributions vesting schedule cliff graded vesting rules 2026Google ↗
OBSERVEDYes / no
Department of Labor 401(k) vesting employer contributions employee contributions always fully vestedGoogle ↗
OBSERVEDShort fact

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 fact50%Other / navigationalComparisonConsequenceReasonDefinitionInstructionYes / 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
IRS 401(k) employer matching contributions vesting schedule cliff graded vesting rules 2026 Google ↗
Department of Labor 401(k) vesting employer contributions employee contributions always fully vested Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS 401(k) employer matching contributions vesting schedule cliff graded vesting rules 2026
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1
Department of Labor 401(k) vesting employer contributions employee contributions always fully vested
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1