How does 401k matching actually impact my take home pay as a recent grad starting a new corporate job in Alpharetta
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does 401k matching actually impact my take home pay as a recent grad starting a new corporate job in Alpharetta
1 real search · 1 real-search pass
2026 IRS 401(k) contribution limit traditional 401(k) pre-tax contributions payroll tax treatment IRSGoogle ↗
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
2026 IRS 401(k) contribution limit traditional 401(k) pre-tax contributions payroll tax treatment IRS Google ↗
- 401(k) plan overview · irs.gov
- 401(k) Resource guide plan: Participants 401(k) plan overview · irs.gov
- Retirement topics - Contributions · irs.gov
- 401(k) Plans For Small Businesses · dol.gov
- Retirement topics - 401(k) and profit-sharing plan contribution limits · irs.gov
- 401(k) limit increases to $24,500 for 2026, IRA limit increases to $7,500 · irs.gov