Real ChatGPT answer · index seedlrttSK6PAqIcompleteFinance and banking · retirement accountscomparison

Is a backdoor Roth IRA better than a traditional pre tax account for a dual income family with two kids in college

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is a backdoor Roth IRA better than a traditional pre tax account for a dual income family with two kids in college
2 real searches · 1 real-search pass
IRS backdoor Roth IRA pro rata rule traditional IRA conversion tax treatment 2026 contribution limitsGoogle ↗
OBSERVED
Federal Student Aid FAFSA retirement accounts excluded assets income prior-prior year tax information retirement contributions Roth conversionGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
IRS backdoor Roth IRA pro rata rule traditional IRA conversion tax treatment 2026 contribution limits Google ↗
Federal Student Aid FAFSA retirement accounts excluded assets income prior-prior year tax information retirement contributions Roth conversion Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS backdoor Roth IRA pro rata rule traditional IRA conversion tax treatment 2026 contribution limits
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Federal Student Aid FAFSA retirement accounts excluded assets income prior-prior year tax information retirement contributions Roth conversion
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1