Real ChatGPT answer · index seedSIlRytihYsAcompleteFinance and banking · retirement accountscomparison

Is a Vanguard index fund selection strategy actually better than paying the advisory fees at Edward Jones for our family retirement portfolio

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is a Vanguard index fund selection strategy actually better than paying the advisory fees at Edward Jones for our family retirement portfolio
3 real searches · 1 real-search pass
Vanguard advisory services annual fee 0.30% official Vanguard personal advisor services feesGoogle ↗
OBSERVED
Edward Jones advisory fee schedule wrap program asset based fees advisory brochure 2026Google ↗
OBSERVED
SPIVA U.S. scorecard year end 2025 active funds underperform index 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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
Vanguard advisory services annual fee 0.30% official Vanguard personal advisor services fees Google ↗
Edward Jones advisory fee schedule wrap program asset based fees advisory brochure 2026 Google ↗
SPIVA U.S. scorecard year end 2025 active funds underperform index official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Vanguard advisory services annual fee 0.30% official Vanguard personal advisor services fees
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Edward Jones advisory fee schedule wrap program asset based fees advisory brochure 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
SPIVA U.S. scorecard year end 2025 active funds underperform index official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1