I just turned fifty and need to know the exact catch up contribution limits for my 401k this year so I can update my payroll deduction today.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I just turned fifty and need to know the exact catch up contribution limits for my 401k this year so I can update my payroll deduction today.
1 real search · 1 real-search pass
IRS 2026 401(k) contribution limit catch-up contribution age 50 2026 Roth catch-up wage thresholdGoogle ↗
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 catch-up contribution age 50 2026 Roth catch-up wage threshold Google ↗