Real ChatGPT answer · index seedMriLj5HzYQocompleteFinance and banking · retirement accountscommercial
What is the actual difference in take home pay if I increase my traditional 401k contribution to get the full employer match on a modest salary?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the actual difference in take home pay if I increase my traditional 401k contribution to get the full employer match on a modest salary?
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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
2026 traditional 401(k) contributions federal income tax withholding Social Security Medicare tax IRS Google ↗
Georgia individual income tax rate 2026 official Google ↗
- 401(k) Resource guide plan: Participants 401(k) plan overview · irs.gov
- Topic no. 751, Social Security and Medicare withholding rates · irs.gov
- Important Tax Updates · dor.georgia.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 traditional 401(k) contributions federal income tax withholding Social Security Medicare tax IRS OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Georgia individual income tax rate 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |