What strategies can an experienced high earner use to aggressively pay down high interest private student loans while still maximizing employer retirement matches?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What strategies can an experienced high earner use to aggressively pay down high interest private student loans while still maximizing employer retirement matches?
1 real search · 1 real-search pass
IRS 2026 401(k) contribution limit employer matching contributions per paycheck true-up student loan interest deduction income limits 2026Google ↗
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
IRS 2026 401(k) contribution limit employer matching contributions per paycheck true-up student loan interest deduction income limits 2026 Google ↗
- 26 U.S.C. § 401: Qualified pension, profit-sharing, and stock bonus plans · uscode.house.gov
- How the 401(k) Student Loan Match Works · schwab.com
- 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