Real ChatGPT answer · index seedx36wfhXP3gEcompleteFinance and banking · budgeting and savingcommercial

Compare the expense ratios and fractional share trading capabilities of Vanguard versus Fidelity for someone managing a five-figure index fund portfolio.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the expense ratios and fractional share trading capabilities of Vanguard versus Fidelity for someone managing a five-figure index fund portfolio.
2 real searches · 1 real-search pass
Vanguard mutual fund ETF expense ratios fractional shares ETF trading Vanguard fractional shares officialGoogle ↗
OBSERVED
Fidelity fractional shares ETFs stocks mutual funds expense ratios zero expense index funds officialGoogle ↗
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 mutual fund ETF expense ratios fractional shares ETF trading Vanguard fractional shares official Google ↗
Fidelity fractional shares ETFs stocks mutual funds expense ratios zero expense index funds official Google ↗
  1. Vanguard mutual fund fees and minimums · investor.vanguard.com
  2. Vanguard Investment Products List · investor.vanguard.com
  3. Straightforward and Transparent Pricing · fidelity.com
  4. Fidelity Wealth Management Guide · fidelity.com
  5. Fractional Shares | Invest in Stock Slices · fidelity.com
  6. Trading · scs.fidelity.com
  7. Vanguard ETF fees & minimums · investor.vanguard.com
  8. FZROX - Fidelity ZERO ® Total Market Index Fund · fundresearch.fidelity.com
  9. FSKAX Fund Facts & Fees · schwab.wallst.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Vanguard mutual fund ETF expense ratios fractional shares ETF trading Vanguard fractional shares official
OBSERVED
Google ↗
AI Mode ↗
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Fidelity fractional shares ETFs stocks mutual funds expense ratios zero expense index funds official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1