Real ChatGPT answer · index seedtuEpqgwB9fccompleteFinance and banking · retirement accountsinformational
I just started a new job and I am totally confused about whether I should max out my 401k to get the full employer match right away or spread it out over the year
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I just started a new job and I am totally confused about whether I should max out my 401k to get the full employer match right away or spread it out over the year
2 real searches · 1 real-search pass
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 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
2026 IRS 401(k) elective deferral limit 2026 contribution limit Google ↗
401k employer match true-up per paycheck front loading contributions explanation Google ↗
- How does a 401(k) match work? | Average 401(k) match · fidelity.com
- How Does a 401(k) Match Work? · schwab.com
Queries
2 queries · click a column to sort