Real ChatGPT answer · index seedEN0K6iNByMMcompleteParenting and family · family financescomparison

Compare traditional forty one k and Roth IRA options for a family emergency fund because I need to free up cash immediately to cover urgent medical bills.

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare traditional forty one k and Roth IRA options for a family emergency fund because I need to free up cash immediately to cover urgent medical bills.
3 real searches · 1 real-search pass
IRS Roth IRA distributions ordering rules contributions withdrawn first tax penalty medical expenses exception 2026Google ↗
OBSERVEDConsequence
IRS 401(k) hardship distributions medical expenses 10% additional tax exception unreimbursed medical expenses 7.5% AGI 2026Google ↗
OBSERVEDConsequence
IRS 401(k) plan loans hardship withdrawal rules participant immediate financial need medical expensesGoogle ↗
OBSERVEDConsequence

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)
Short factOther / navigationalComparisonConsequence100%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 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
IRS Roth IRA distributions ordering rules contributions withdrawn first tax penalty medical expenses exception 2026 Google ↗
IRS 401(k) hardship distributions medical expenses 10% additional tax exception unreimbursed medical expenses 7.5% AGI 2026 Google ↗
IRS 401(k) plan loans hardship withdrawal rules participant immediate financial need medical expenses Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS Roth IRA distributions ordering rules contributions withdrawn first tax penalty medical expenses exception 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
IRS 401(k) hardship distributions medical expenses 10% additional tax exception unreimbursed medical expenses 7.5% AGI 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
IRS 401(k) plan loans hardship withdrawal rules participant immediate financial need medical expenses
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1