Looking for the best online calculators to determine if withdrawing from my traditional IRA or taking a 401k loan is less damaging to my familys long term retirement goals
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for the best online calculators to determine if withdrawing from my traditional IRA or taking a 401k loan is less damaging to my familys long term retirement goals
3 real searches · 1 real-search pass
best online calculator compare traditional IRA early withdrawal vs 401k loan retirement impact calculatorGoogle ↗
OBSERVEDComparison
401k loan calculator retirement savings impact calculator loan repayment job change tax rulesGoogle ↗
OBSERVEDConsequence
traditional IRA withdrawal calculator taxes early withdrawal penalty calculatorGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
best online calculator compare traditional IRA early withdrawal vs 401k loan retirement impact calculator Google ↗
401k loan calculator retirement savings impact calculator loan repayment job change tax rules Google ↗
traditional IRA withdrawal calculator taxes early withdrawal penalty calculator Google ↗
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best online calculator compare traditional IRA early withdrawal vs 401k loan retirement impact calculator OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
401k loan calculator retirement savings impact calculator loan repayment job change tax rules OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
traditional IRA withdrawal calculator taxes early withdrawal penalty calculator OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |