Real ChatGPT answer · index seed8SoJYg1IOLMcompleteFinance and banking · retirement accountscommercial
How does the IRS calculate the catch up contribution limit for workers aged fifty and older who are trying to make up for lost time in their savings?
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The searches the AI actually ran for this prompt.
SEED QUERY
How does the IRS calculate the catch up contribution limit for workers aged fifty and older who are trying to make up for lost time in their savings?
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
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
IRS 2026 retirement plan contribution limits catch-up contributions age 50 60 63 official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
IRS IRA contribution limit 2026 catch-up contribution official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |