Real ChatGPT answer · index seedPxpHaTVweoQcompleteFinance and banking · retirement accountscomparison

What is the exact backdoor Roth IRA procedure for high earners who already max out their workplace retirement plans

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

SEED QUERY
What is the exact backdoor Roth IRA procedure for high earners who already max out their workplace retirement plans
2 real searches · 1 real-search pass
IRS 2026 IRA contribution limit $7,500 catch-up $1,100 Form 8606 pro rata rule Roth conversionGoogle ↗
OBSERVEDReason
IRS Publication 590-A nondeductible traditional IRA contribution Roth conversion Form 8606 pro rata December 31Google ↗
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 (2)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

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 limit $7,500 catch-up $1,100 Form 8606 pro rata rule Roth conversion Google ↗
IRS Publication 590-A nondeductible traditional IRA contribution Roth conversion Form 8606 pro rata December 31 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS 2026 IRA contribution limit $7,500 catch-up $1,100 Form 8606 pro rata rule Roth conversion
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
IRS Publication 590-A nondeductible traditional IRA contribution Roth conversion Form 8606 pro rata December 31
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1