Real ChatGPT answer · index seedgXHfye4JeGUcompleteFinance and banking · investing and brokeragesinformational

Can you compare the expense ratios of Vanguard funds with Fidelity and Schwab equivalents to help me decide where to move my graduation money

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the expense ratios of Vanguard funds with Fidelity and Schwab equivalents to help me decide where to move my graduation money
3 real searches · 1 real-search pass
2026 expense ratios Vanguard VTI VOO VXUS BND official Vanguard expense ratioGoogle ↗
OBSERVED
2026 Fidelity FSKAX FXAIX FTIHX FZROX expense ratio official FidelityGoogle ↗
OBSERVED
2026 Schwab SCHB SCHX SCHF SCHZ expense ratio official SchwabGoogle ↗
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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
2026 expense ratios Vanguard VTI VOO VXUS BND official Vanguard expense ratio Google ↗
2026 Fidelity FSKAX FXAIX FTIHX FZROX expense ratio official Fidelity Google ↗
2026 Schwab SCHB SCHX SCHF SCHZ expense ratio official Schwab Google ↗
  1. VTI · advisors.vanguard.com
  2. VOO · advisors.vanguard.com
  3. FSKAX - Fidelity ® Total Market Index Fund · fundresearch.fidelity.com
  4. No minimum investment mutual funds · fidelity.com
  5. Schwab Index Funds · schwab.com
  6. Vanguard ETFs List · investor.vanguard.com
  7. FTIHX – Fidelity Total International Index Fund Investment Strategy · morningstar.com
  8. ETF Investing at Schwab | Charles Schwab · schwab.com
  9. Vanguard ETFs List · investor.vanguard.com
  10. FXNAX - Fidelity ® U.S. Bond Index Fund · fundresearch.fidelity.com
  11. Fidelity website · fidelity.com
  12. Vanguard website · investor.vanguard.com
  13. Schwab website · schwab.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 expense ratios Vanguard VTI VOO VXUS BND official Vanguard expense ratio
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
2026 Fidelity FSKAX FXAIX FTIHX FZROX expense ratio official Fidelity
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
2026 Schwab SCHB SCHX SCHF SCHZ expense ratio official Schwab
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1