Real ChatGPT answer · index seedS9VQgBPRCikcompleteFinance and banking · investing and brokeragescommercial

As a small business owner looking to invest excess cash, what are the current Vanguard mutual fund expense ratios for institutional index funds compared to retail shares?

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

SEED QUERY
As a small business owner looking to invest excess cash, what are the current Vanguard mutual fund expense ratios for institutional index funds compared to retail shares?
1 real search · 1 real-search pass
site:investor.vanguard.com/investment-products/mutual-funds/profile institutional index fund expense ratio retail Admiral 2026 VanguardGoogle ↗
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
site:investor.vanguard.com/investment-products/mutual-funds/profile institutional index fund expense ratio retail Admiral 2026 Vanguard Google ↗
  1. Vanguard Mutual Funds List · investor.vanguard.com
  2. Investments · workplace.vanguard.com
  3. Compare mutual fund share classes at Vanguard · investor.vanguard.com
  4. Vanguard mutual fund fees and minimums · investor.vanguard.com

Queries

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Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
site:investor.vanguard.com/investment-products/mutual-funds/profile institutional index fund expense ratio retail Admiral 2026 Vanguard
OBSERVED
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