Real ChatGPT answer · index seed0lzPBxwZBeUcompleteFinance and banking · retirement accountscomparison

My husband and I are confused about the backdoor Roth IRA steps and whether Fidelity or Vanguard makes this process easier for self-employed parents with multiple income streams.

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
My husband and I are confused about the backdoor Roth IRA steps and whether Fidelity or Vanguard makes this process easier for self-employed parents with multiple income streams.
3 real searches · 1 real-search pass
2026 backdoor Roth IRA steps IRS Form 8606 pro rata rule traditional SEP SIMPLE IRA Fidelity Vanguard conversion processGoogle ↗
OBSERVED
Fidelity backdoor Roth IRA convert traditional IRA to Roth IRA instructions feesGoogle ↗
OBSERVED
Vanguard backdoor Roth IRA conversion traditional IRA Roth IRA steps feesGoogle ↗
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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
2026 backdoor Roth IRA steps IRS Form 8606 pro rata rule traditional SEP SIMPLE IRA Fidelity Vanguard conversion process Google ↗
Fidelity backdoor Roth IRA convert traditional IRA to Roth IRA instructions fees Google ↗
Vanguard backdoor Roth IRA conversion traditional IRA Roth IRA steps fees Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 backdoor Roth IRA steps IRS Form 8606 pro rata rule traditional SEP SIMPLE IRA Fidelity Vanguard conversion process
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Fidelity backdoor Roth IRA convert traditional IRA to Roth IRA instructions fees
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Vanguard backdoor Roth IRA conversion traditional IRA Roth IRA steps fees
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1