Real ChatGPT answer · index seed5vUwRKBU7AQcompleteFinance and banking · retirement accountsinformational
What are the absolute maximum 401k contribution limits for this year if both my spouse and I are over fifty and trying to catch up on our retirement savings.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the absolute maximum 401k contribution limits for this year if both my spouse and I are over fifty and trying to catch up on our retirement savings.
1 real search · 1 real-search pass
IRS 2026 401(k) contribution limit catch-up contribution age 50 60 63 annual additions limit 2026Google ↗
OBSERVEDShort fact
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
IRS 2026 401(k) contribution limit catch-up contribution age 50 60 63 annual additions limit 2026 Google ↗