Real ChatGPT answer · index seedf74nOZVpDjQcompleteFinance and banking · investing and brokeragescomparison

Explain Vanguard mutual fund expense ratios versus iShares ETFs because I need to reallocate my entire 401k rollover today.

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

SEED QUERY
Explain Vanguard mutual fund expense ratios versus iShares ETFs because I need to reallocate my entire 401k rollover today.
1 real search · 1 real-search pass
2026 Vanguard mutual fund expense ratios index funds official expense ratio 2026 iShares ETF expense ratios officialGoogle ↗
OBSERVEDShort fact

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.

ChatGPT real searches (1)
Short fact100%Other / navigationalComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
2026 Vanguard mutual fund expense ratios index funds official expense ratio 2026 iShares ETF expense ratios official Google ↗
  1. iShares Core S&P 500 ETF · blackrock.com
  2. Compare mutual fund share classes at Vanguard · investor.vanguard.com
  3. Vanguard mutual fund fees and minimums · investor.vanguard.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Vanguard mutual fund expense ratios index funds official expense ratio 2026 iShares ETF expense ratios official
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1