Real ChatGPT answer · index seedvWJy0uHTgOMcompleteFinance and banking · retirement accountscommercial

How are employer matching contributions calculated and vested when someone maxes out their 401k by the second quarter of the year?

ChatGPTgpt-61 query10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How are employer matching contributions calculated and vested when someone maxes out their 401k by the second quarter of the year?
1 real search · 1 real-search pass
401(k) employer matching contributions per paycheck annual true-up max out early IRS plan rulesGoogle ↗
OBSERVED

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.

Classifying 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
401(k) employer matching contributions per paycheck annual true-up max out early IRS plan rules Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
401(k) employer matching contributions per paycheck annual true-up max out early IRS plan rules
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1