Real ChatGPT answer · index seedcIEqNDXUaDwcompleteFinance and banking · retirement accountslocal

How do Edward Jones advisory fees compare to self-directed investing with Vanguard for a retirement beginner?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How do Edward Jones advisory fees compare to self-directed investing with Vanguard for a retirement beginner?
2 real searches · 1 real-search pass
Edward Jones advisory program fee schedule annual advisory fee 2026 assets under management officialGoogle ↗
OBSERVEDReason
Vanguard self-directed brokerage account fees commissions expense ratios official 2026Google ↗
OBSERVEDReason

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 (2)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
Edward Jones advisory program fee schedule annual advisory fee 2026 assets under management official Google ↗
Vanguard self-directed brokerage account fees commissions expense ratios official 2026 Google ↗
  1. Financial Advisor Costs & Fees · edwardjones.com
  2. Exchange-traded Funds (ETFs) · investor.vanguard.com
  3. Vanguard ETF fees & minimums · investor.vanguard.com
  4. Benefits of Investing at Vanguard · investor.vanguard.com
  5. Self Directed Investing: How to Get Started · investor.vanguard.com
  6. Investment advisory disclosures · edwardjones.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Edward Jones advisory program fee schedule annual advisory fee 2026 assets under management official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Vanguard self-directed brokerage account fees commissions expense ratios official 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1