Real ChatGPT answer · index seedNgLzqc0akcAcompleteFinance and banking · retirement accountscomparison

I need to know the exact tax penalty differences today between withdrawing from a traditional IRA versus a Roth IRA for an urgent family emergency.

ChatGPTgpt-62 queries10/31/2026

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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY

I need to know the exact tax penalty differences today between withdrawing from a traditional IRA versus a Roth IRA for an urgent family emergency.

2 real searches · 1 real-search pass

IRS 2026 IRA early distributions 10% additional tax exceptions Roth IRA ordering rules Publication 590-B 2025 2026Google ↗

OBSERVEDReason

IRS Roth IRA distributions ordering contributions conversions earnings five year rule emergency personal expense distribution $1000Google ↗

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 (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 2026 IRA early distributions 10% additional tax exceptions Roth IRA ordering rules Publication 590-B 2025 2026 Google ↗

IRS Roth IRA distributions ordering contributions conversions earnings five year rule emergency personal expense distribution $1000 Google ↗

Retirement topics - Exceptions to tax on early distributions · irs.gov
Publication 590-B (2025), Distributions from Individual Retirement Arrangements (IRAs) · irs.gov
Topic no. 557, Additional tax on early distributions from traditional and Roth IRAs · irs.gov
2025 Publication 590-B · irs.gov

Queries

2 queries · click a column to sort

Query / type	Search	Intent	Query class	Routing format	Cluster	Freq ↓	Weight
IRS 2026 IRA early distributions 10% additional tax exceptions Roth IRA ordering rules Publication 590-B 2025 2026 OBSERVED	Google ↗ AI Mode ↗	—	Reason	—	—	1x of 1
IRS Roth IRA distributions ordering contributions conversions earnings five year rule emergency personal expense distribution $1000 OBSERVED	Google ↗ AI Mode ↗	—	Consequence	—	—	1x of 1