Real ChatGPT answer · index seedkHali7doRJQcompleteFinance and banking · investing and brokeragescommercial

Which online broker offers the smoothest process for opening a Roth IRA without pushing paid advisory services

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which online broker offers the smoothest process for opening a Roth IRA without pushing paid advisory services
2 real searches · 1 real-search pass
Roth IRA account opening process advisory services upsell Fidelity Schwab Vanguard official fees self-directed 2026Google ↗
OBSERVED
best brokers open Roth IRA easy account opening no advisory upsell Fidelity Schwab Vanguard Interactive Brokers 2026Google ↗
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
Roth IRA account opening process advisory services upsell Fidelity Schwab Vanguard official fees self-directed 2026 Google ↗
best brokers open Roth IRA easy account opening no advisory upsell Fidelity Schwab Vanguard Interactive Brokers 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Roth IRA account opening process advisory services upsell Fidelity Schwab Vanguard official fees self-directed 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
best brokers open Roth IRA easy account opening no advisory upsell Fidelity Schwab Vanguard Interactive Brokers 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1