Real ChatGPT answer · index seed1MmRaVuvozocompleteFinance and banking · retirement accountscomparison
Is a Roth 401k actually better than a traditional 401k when you are in your twenties and just starting your first real job with a matching program?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is a Roth 401k actually better than a traditional 401k when you are in your twenties and just starting your first real job with a matching program?
1 real search · 1 real-search pass
IRS Roth 401(k) designated Roth contributions traditional 401(k) matching contributions SECURE 2.0 employer match Roth 401k rules 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 Roth 401(k) designated Roth contributions traditional 401(k) matching contributions SECURE 2.0 employer match Roth 401k rules 2026 Google ↗