Real ChatGPT answer · index seedvCjJ0xRjaLUcompleteFinance and banking · retirement accountscomparison
Betterment automated investing costs versus traditional human financial planners at major wirehouses like Morgan Stanley for a one million dollar nest egg.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Betterment automated investing costs versus traditional human financial planners at major wirehouses like Morgan Stanley for a one million dollar nest egg.
3 real searches · 1 real-search pass
Morgan Stanley financial advisor fee typical percentage assets under management 2026 Form ADV advisory feesGoogle ↗
OBSERVEDReason
Betterment pricing annual advisory fee Premium Digital 2026 officialGoogle ↗
OBSERVEDReason
Morgan Stanley Wealth Management advisory fee schedule wrap fee 1 million official Form ADV feesGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Morgan Stanley financial advisor fee typical percentage assets under management 2026 Form ADV advisory fees Google ↗
Betterment pricing annual advisory fee Premium Digital 2026 official Google ↗
Morgan Stanley Wealth Management advisory fee schedule wrap fee 1 million official Form ADV fees Google ↗
- Betterment's Pricing · betterment.com
- What are Betterment’s fees? · betterment.com
- How does the cost of Premium compare to other financial advisors? · betterment.com
- Expert guidance with Premium | Put a team of advisors in your corner · betterment.com
- Understanding Our Commissions and Fees · morganstanley.com
- Form ADV Wrap Fee Program Brochure · morganstanley.com
- Single Advisory Contract · morganstanleyclientserv.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Morgan Stanley financial advisor fee typical percentage assets under management 2026 Form ADV advisory fees OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Betterment pricing annual advisory fee Premium Digital 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Morgan Stanley Wealth Management advisory fee schedule wrap fee 1 million official Form ADV fees OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |