Real ChatGPT answer · index seedB0Yy6jUDkoccompleteCareers and HR · workplace benefitslocal

What is the best four hundred one k employer match vesting schedule to retain top talent in our engineering firm based in Lee's Summit?

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 best four hundred one k employer match vesting schedule to retain top talent in our engineering firm based in Lee's Summit?
2 real searches · 1 real-search pass
401(k) employer matching contributions vesting schedules IRS three-year cliff six-year graded safe harbor matching contributions immediate vesting 2026Google ↗
OBSERVEDYes / no
engineering employers 401(k) match vesting schedule employee retention best practicesGoogle ↗
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
401(k) employer matching contributions vesting schedules IRS three-year cliff six-year graded safe harbor matching contributions immediate vesting 2026 Google ↗
engineering employers 401(k) match vesting schedule employee retention best practices Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
401(k) employer matching contributions vesting schedules IRS three-year cliff six-year graded safe harbor matching contributions immediate vesting 2026
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1
engineering employers 401(k) match vesting schedule employee retention best practices
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1