How does the maximum 401k contribution limit work for this year and is it too late for me to adjust my paycheck?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does the maximum 401k contribution limit work for this year and is it too late for me to adjust my paycheck?
1 real search · 1 real-search pass
IRS 2026 401(k) contribution limit elective deferrals catch-up contributions 2026Google ↗
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
IRS 2026 401(k) contribution limit elective deferrals catch-up contributions 2026 Google ↗