Real ChatGPT answer · index seed5ln0mFxjIvYcompleteFinance and banking · retirement accountsinformational
Can you break down the difference between pre tax and Roth 401k contributions so I can figure out which one makes more sense on an entry level salary?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you break down the difference between pre tax and Roth 401k contributions so I can figure out which one makes more sense on an entry level salary?
1 real search · 1 real-search pass
2026 IRS tax brackets standard deduction 2026 401(k) Roth traditional contribution rules 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 tax brackets standard deduction 2026 401(k) Roth traditional contribution rules IRS Google ↗
- IR-2025-102: IRS releases tax inflation adjustments for tax year 2026, including amendments from the One, Big, Beautiful Bill · content.govdelivery.com
- 401(k) Plans For Small Businesses · dol.gov
- Retirement topics - Contributions · proxy.goincop1.workers.dev
- Retirement topics - 401(k) and profit-sharing plan contribution limits · irs.gov