Real ChatGPT answer · index seedyQVwKJHUJTYcompleteFinance and banking · investing and brokeragescomparison

Is Vanguard or Fidelity better for setting up my very first Roth IRA and buying target date retirement funds with automatic monthly deposits.

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is Vanguard or Fidelity better for setting up my very first Roth IRA and buying target date retirement funds with automatic monthly deposits.
2 real searches · 1 real-search pass
Fidelity Roth IRA automatic investments target date funds minimum expense ratio official 2026Google ↗
OBSERVED
Vanguard Roth IRA automatic investment target retirement funds minimum investment official 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
Fidelity Roth IRA automatic investments target date funds minimum expense ratio official 2026 Google ↗
Vanguard Roth IRA automatic investment target retirement funds minimum investment official 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Fidelity Roth IRA automatic investments target date funds minimum expense ratio official 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Vanguard Roth IRA automatic investment target retirement funds minimum investment official 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1