Real ChatGPT answer · index seedsuoyO8NWeS8completeFinance and banking · retirement accountscomparison
Is Betterment automated investing cost-effective for a portfolio exceeding five hundred thousand dollars when compared to hiring a fee-only fiduciary advisor?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is Betterment automated investing cost-effective for a portfolio exceeding five hundred thousand dollars when compared to hiring a fee-only fiduciary advisor?
3 real searches · 1 real-search pass
Betterment investment management fees Premium pricing 2026 $100,000 0.25% 0.40%Google ↗
OBSERVEDOther / navigational
fee-only fiduciary financial advisor typical AUM fee 0.5% 1% 2025 2026 USGoogle ↗
OBSERVEDShort fact
Betterment tax coordinated portfolio management features direct indexing pricing 2026Google ↗
OBSERVEDOther / navigational
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
Betterment investment management fees Premium pricing 2026 $100,000 0.25% 0.40% Google ↗
fee-only fiduciary financial advisor typical AUM fee 0.5% 1% 2025 2026 US Google ↗
Betterment tax coordinated portfolio management features direct indexing pricing 2026 Google ↗
- Betterment's Pricing · betterment.com
- Betterment Fee Disclosure · betterment.com
- What are Betterment’s fees? · betterment.com
- Expert guidance with Premium | Put a team of advisors in your corner · betterment.com
- Tax Coordination Disclosure · betterment.com
- NAPFA · napfa.org
- SEC Investment Adviser Public Disclosure database · adviserinfo.sec.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Betterment investment management fees Premium pricing 2026 $100,000 0.25% 0.40% OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
fee-only fiduciary financial advisor typical AUM fee 0.5% 1% 2025 2026 US OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
Betterment tax coordinated portfolio management features direct indexing pricing 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |