Real ChatGPT answer · index seedwyz0m7pxv4IcompleteFinance and banking · retirement accountsinformational
Can I use a health savings account alongside my high deductible health plan strictly as an investment vehicle to beat traditional retirement account limits?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can I use a health savings account alongside my high deductible health plan strictly as an investment vehicle to beat traditional retirement account limits?
3 real searches · 1 real-search pass
IRS 2026 HSA contribution limits self-only family HDHP minimum deductible out-of-pocket maximum Revenue Procedure 2025Google ↗
OBSERVEDReason
IRS Publication 969 HSA eligibility distributions nonqualified 20% additional tax age 65Google ↗
OBSERVEDConsequence
IRS 2026 IRA 401k contribution limits HSA comparisonGoogle ↗
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
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
IRS 2026 HSA contribution limits self-only family HDHP minimum deductible out-of-pocket maximum Revenue Procedure 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
IRS Publication 969 HSA eligibility distributions nonqualified 20% additional tax age 65 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
IRS 2026 IRA 401k contribution limits HSA comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |