Real ChatGPT answer · index seedTmdDP5wArygcompleteFinance and banking · retirement accountscomparison
What are the maximum 401k contribution limits for this year and how much should a dual income family with two teenagers allocate to catch up?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the maximum 401k contribution limits for this year and how much should a dual income family with two teenagers allocate to catch up?
1 real search · 1 real-search pass
IRS 2026 401(k) contribution limit elective deferral catch-up contribution 2026Google ↗
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 elective deferral catch-up contribution 2026 Google ↗