Real ChatGPT answer · index seedsXwWf9zY9AQcompleteFinance and banking · retirement accountsinformational

Is Betterment actually cheaper than a human financial advisor for a busy parent managing household investments

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is Betterment actually cheaper than a human financial advisor for a busy parent managing household investments
2 real searches · 1 real-search pass
Betterment pricing advisory fee 0.25% Premium 0.40% 2026 officialGoogle ↗
OBSERVED
typical human financial advisor fee 1% assets under management fee 2025 CFP fee-onlyGoogle ↗
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
Betterment pricing advisory fee 0.25% Premium 0.40% 2026 official Google ↗
typical human financial advisor fee 1% assets under management fee 2025 CFP fee-only Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Betterment pricing advisory fee 0.25% Premium 0.40% 2026 official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
typical human financial advisor fee 1% assets under management fee 2025 CFP fee-only
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1