Real ChatGPT answer · index seedQ6mib6AxX6ocompleteFinance and banking · retirement accountscomparison
Between Betterment automated investing costs and traditional human financial advisors, which makes more financial sense for a startup founder?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Between Betterment automated investing costs and traditional human financial advisors, which makes more financial sense for a startup founder?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Betterment pricing automated investing advisory fee 2026 digital premium official Google ↗
typical human financial advisor assets under management fee 1% financial planning startup founder equity compensation fee only CFP Google ↗
- Betterment Fee Disclosure · betterment.com
- What are Betterment’s fees? · betterment.com
- How Much Does a Financial Advisor Cost in 2026? · nerdwallet.com
- NAPFA · napfa.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Betterment pricing automated investing advisory fee 2026 digital premium official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
typical human financial advisor assets under management fee 1% financial planning startup founder equity compensation fee only CFP OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |