Real ChatGPT answer · index seedxSqD0rHGSkUcompleteFinance and banking · retirement accountsbrand

Are Vanguard Roth IRAs better for my family than doing a Traditional IRA through Fidelity considering our current tax bracket as parents of two?

ChatGPTgpt-62 queries10/31/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
Are Vanguard Roth IRAs better for my family than doing a Traditional IRA through Fidelity considering our current tax bracket as parents of two?
2 real searches · 1 real-search pass
IRS 2026 IRA contribution limits Roth IRA income phase out traditional IRA deduction limits 2026Google ↗
OBSERVEDConsequence
IRS Roth IRA contribution limits 2026 married filing jointly traditional IRA deduction covered by workplace retirement planGoogle ↗
OBSERVEDYes / no

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)
Short factOther / navigationalComparisonConsequence50%ReasonDefinitionInstructionYes / no50%

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 contribution limits Roth IRA income phase out traditional IRA deduction limits 2026 Google ↗
IRS Roth IRA contribution limits 2026 married filing jointly traditional IRA deduction covered by workplace retirement plan Google ↗

Queries

2 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
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
IRS Roth IRA contribution limits 2026 married filing jointly traditional IRA deduction covered by workplace retirement plan
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1