Real ChatGPT answer · index seedzEuRx5L11C8completeFinance and banking · retirement accountsbrand

How do Betterment automated retirement portfolios compare to traditional human advisors at Merrill Lynch when planning for a family of four?

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do Betterment automated retirement portfolios compare to traditional human advisors at Merrill Lynch when planning for a family of four?
3 real searches · 1 real-search pass
Betterment pricing automated investing premium financial planning fees official 2026Google ↗
OBSERVED
Merrill Lynch investment advisory program fees human financial advisor pricing official 2026Google ↗
OBSERVED
Merrill Guided Investing fees Merrill Lynch advisor program minimum 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
Betterment pricing automated investing premium financial planning fees official 2026 Google ↗
Merrill Lynch investment advisory program fees human financial advisor pricing official 2026 Google ↗
Merrill Guided Investing fees Merrill Lynch advisor program minimum official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Betterment pricing automated investing premium financial planning fees official 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Merrill Lynch investment advisory program fees human financial advisor pricing official 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Merrill Guided Investing fees Merrill Lynch advisor program minimum official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1