Real ChatGPT answer · index seedJWvaL8ky5owcompleteFinance and banking · retirement accountscomparison
Are there any catch up contribution limit changes for the upcoming tax year that affect my small business 401k planning decisions?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any catch up contribution limit changes for the upcoming tax year that affect my small business 401k planning decisions?
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
IRS 2027 401(k) contribution limits catch-up contribution limit 2027 announcement Google ↗
IRS 2027 catch-up contributions Roth wage threshold SECURE 2.0 2027 Google ↗
- 2027 IRS Limits · us.milliman.com
- Retirement topics - 401(k) and profit-sharing plan contribution limits · irs.gov
- Internal Revenue Bulletin: 2025-40 · irs.gov
- IR-2025-91: Treasury, IRS issue final regulations on new Roth catch-up rule, other SECURE 2.0 Act provisions · content.govdelivery.com
- Retirement topics - Catch-up contributions · irs.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
IRS 2027 401(k) contribution limits catch-up contribution limit 2027 announcement OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
IRS 2027 catch-up contributions Roth wage threshold SECURE 2.0 2027 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |