Real ChatGPT answer · index seedyDFQHfgAQeQcompleteFinance and banking · investing and brokeragesbrand

Fidelity or Vanguard for opening my very first Roth IRA since I just graduated college and want the absolute lowest expense ratios available

ChatGPTgpt-61 query10/31/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
Fidelity or Vanguard for opening my very first Roth IRA since I just graduated college and want the absolute lowest expense ratios available
1 real search · 1 real-search pass
Fidelity ZERO index funds expense ratios FZROX FZILX official 2026 Roth IRA fees; Vanguard VTI VXUS expense ratios official 2026; Fidelity IRA account fees Vanguard brokerage Roth IRA 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
Fidelity ZERO index funds expense ratios FZROX FZILX official 2026 Roth IRA fees; Vanguard VTI VXUS expense ratios official 2026; Fidelity IRA account fees Vanguard brokerage Roth IRA fees Google ↗
  1. No minimum investment mutual funds · fidelity.com
  2. No minimum investment mutual funds · scs.fidelity.com
  3. VTI · advisors.vanguard.com
  4. Vanguard Investment Products List · investor.vanguard.com
  5. Straightforward and Transparent Pricing · fidelity.com
  6. Open a Fidelity Roth IRA · fidelity.com
  7. Vanguard mutual fund fees and minimums · investor.vanguard.com
  8. Open a Vanguard Roth IRA · investor.vanguard.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Fidelity ZERO index funds expense ratios FZROX FZILX official 2026 Roth IRA fees; Vanguard VTI VXUS expense ratios official 2026; Fidelity IRA account fees Vanguard brokerage Roth IRA fees
OBSERVED
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