Real ChatGPT answer · index seedyg7eP8ixsB8completeFinance and banking · retirement accountscomparison

Will rolling my old 401k into a low cost IRA at Vanguard increase my hidden investment expense ratios

ChatGPTgpt-61 query10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Will rolling my old 401k into a low cost IRA at Vanguard increase my hidden investment expense ratios
1 real search · 1 real-search pass
Vanguard IRA account fees expense ratios mutual funds ETFs official rollover 401k 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 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
Vanguard IRA account fees expense ratios mutual funds ETFs official rollover 401k fees Google ↗
  1. Vanguard mutual fund fees and minimums · investor.vanguard.com
  2. A Look At 401(k) Plan Fees · dol.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Vanguard IRA account fees expense ratios mutual funds ETFs official rollover 401k fees
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1