Real ChatGPT answer · index seedcheyAP0BABgcompleteFinance and banking · retirement accountsbrand

Is Merrill Edge worth using for our family retirement portfolio or do they charge too many hidden fees compared to Vanguard?

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is Merrill Edge worth using for our family retirement portfolio or do they charge too many hidden fees compared to Vanguard?
2 real searches · 1 real-search pass
Merrill Edge pricing fees schedule self directed account annual maintenance transfer fee 2026 officialGoogle ↗
OBSERVED
Vanguard brokerage fees commission fee schedule account service fee transfer closure expense ratios advisory fees 2026 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
Merrill Edge pricing fees schedule self directed account annual maintenance transfer fee 2026 official Google ↗
Vanguard brokerage fees commission fee schedule account service fee transfer closure expense ratios advisory fees 2026 official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Merrill Edge pricing fees schedule self directed account annual maintenance transfer fee 2026 official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Vanguard brokerage fees commission fee schedule account service fee transfer closure expense ratios advisory fees 2026 official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1