Real ChatGPT answer · index seedDdY55jwmwA4completeFinance and banking · budgeting and savinginformational

I am trying to decide between Fidelity and Vanguard for my very first retirement account which one is better for beginners

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I am trying to decide between Fidelity and Vanguard for my very first retirement account which one is better for beginners
2 real searches · 1 real-search pass
Fidelity vs Vanguard IRA beginner fees minimums fractional shares automatic investing 2026Google ↗
OBSERVEDComparison
Fidelity IRA account fees zero minimum index funds official Vanguard IRA fees minimum investment officialGoogle ↗
OBSERVEDComparison

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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
Fidelity vs Vanguard IRA beginner fees minimums fractional shares automatic investing 2026 Google ↗
Fidelity IRA account fees zero minimum index funds official Vanguard IRA fees minimum investment official Google ↗
  1. Explore Fidelity retirement accounts · fidelity.com
  2. Explore Vanguard retirement accounts · investor.vanguard.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Fidelity vs Vanguard IRA beginner fees minimums fractional shares automatic investing 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Fidelity IRA account fees zero minimum index funds official Vanguard IRA fees minimum investment official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1