Real ChatGPT answer · index seedSub9kmFGYXscompleteEducation · financial aid and scholarshipscomparison
Should I prioritize paying off high-interest private student loans over investing in my employer-sponsored 401k match during my first year out of college?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Should I prioritize paying off high-interest private student loans over investing in my employer-sponsored 401k match during my first year out of college?
1 real search · 1 real-search pass
IRS 401(k) employer matching contributions vesting rules employee contributions 2026 student loan repayment interest deduction private student loansGoogle ↗
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 401(k) employer matching contributions vesting rules employee contributions 2026 student loan repayment interest deduction private student loans Google ↗
- 401(k) plan overview · irs.gov
- 401(k) plan qualification requirements · irs.gov
- Internal Revenue Bulletin: 2024-36 · irs.gov
- How the 401(k) Student Loan Match Works · schwab.com