Real ChatGPT answer · index seedKiESfMrkLvAcompleteFinance and banking · investing and brokeragescommercial

We need help comparing Roth and traditional IRAs to figure out which one makes more sense for our dual income household under current tax laws.

ChatGPTgpt-61 query10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
We need help comparing Roth and traditional IRAs to figure out which one makes more sense for our dual income household under current tax laws.
1 real search · 1 real-search pass
IRS 2026 IRA contribution limits Roth IRA income phase out traditional IRA deduction limits 2026 official IRSGoogle ↗
OBSERVEDReason

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 (1)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
IRS 2026 IRA contribution limits Roth IRA income phase out traditional IRA deduction limits 2026 official IRS Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS 2026 IRA contribution limits Roth IRA income phase out traditional IRA deduction limits 2026 official IRS
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1