Real ChatGPT answer · index seedyL2kaDngXQccompleteFinance and banking · investing and brokeragesbrand

Are Vanguard index funds really cheaper to own than Fidelity funds for someone living off their retirement accounts now?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are Vanguard index funds really cheaper to own than Fidelity funds for someone living off their retirement accounts now?
2 real searches · 1 real-search pass
Vanguard Fidelity index fund expense ratios VTI VOO VXUS FSKAX FXAIX FZROX FZILX 2026 retirement feesGoogle ↗
OBSERVED
Vanguard mutual fund ETF fees Fidelity zero expense ratio funds redemption fees short term trading 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
Vanguard Fidelity index fund expense ratios VTI VOO VXUS FSKAX FXAIX FZROX FZILX 2026 retirement fees Google ↗
Vanguard mutual fund ETF fees Fidelity zero expense ratio funds redemption fees short term trading 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Vanguard Fidelity index fund expense ratios VTI VOO VXUS FSKAX FXAIX FZROX FZILX 2026 retirement fees
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Vanguard mutual fund ETF fees Fidelity zero expense ratio funds redemption fees short term trading 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1