Is it better to maximize my 401k matching contribution or pay down our mortgage faster with current interest rates?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it better to maximize my 401k matching contribution or pay down our mortgage faster with current interest rates?
1 real search · 1 real-search pass
employer 401(k) matching contribution prioritize full employer match mortgage extra payments financial guidance CFPB FINRAGoogle ↗
OBSERVEDComparison
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
employer 401(k) matching contribution prioritize full employer match mortgage extra payments financial guidance CFPB FINRA Google ↗