Real ChatGPT answer · index seedbSSQnEy5C3EcompleteFinance and banking · retirement accountscommercial

Are robo advisors like Betterment actually cheaper than a human financial planner for a recent grad who has no idea how to invest for retirement?

ChatGPTgpt-61 query10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are robo advisors like Betterment actually cheaper than a human financial planner for a recent grad who has no idea how to invest for retirement?
1 real search · 1 real-search pass
Betterment pricing annual advisory fee 2026 official pricing human financial planner typical fee CFP hourly flat fee AUMGoogle ↗
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 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
Betterment pricing annual advisory fee 2026 official pricing human financial planner typical fee CFP hourly flat fee AUM Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Betterment pricing annual advisory fee 2026 official pricing human financial planner typical fee CFP hourly flat fee AUM
OBSERVED
Google ↗
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