Real ChatGPT answer · index seedVXvjUQEqol0completeFinance and banking · investing and brokeragescommercial

Fidelity zero fee index funds versus Vanguard traditional index funds which is better for a cost conscious beginner

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

The searches the AI actually ran for this prompt.

SEED QUERY
Fidelity zero fee index funds versus Vanguard traditional index funds which is better for a cost conscious beginner
2 real searches · 1 real-search pass
Fidelity ZERO index funds FZROX FZILX official expense ratio portability transfer Vanguard VTI VTSAX expense ratio 2026Google ↗
OBSERVED
Vanguard VTI VTSAX VOO expense ratios 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 ZERO index funds FZROX FZILX official expense ratio portability transfer Vanguard VTI VTSAX expense ratio 2026 Google ↗
Vanguard VTI VTSAX VOO expense ratios official 2026 Google ↗
  1. No minimum investment mutual funds · fidelity.com
  2. VTI · advisors.vanguard.com
  3. VOO · advisors.vanguard.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Fidelity ZERO index funds FZROX FZILX official expense ratio portability transfer Vanguard VTI VTSAX expense ratio 2026
OBSERVED
Google ↗
AI Mode ↗
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of 1
Vanguard VTI VTSAX VOO expense ratios official 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1