Real ChatGPT answer · index seedk3UQy9j3G3scompleteFinance and banking · retirement accountscommercial
Are there cheaper alternatives to Betterment automated investing for managing my retirement nest egg online?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there cheaper alternatives to Betterment automated investing for managing my retirement nest egg online?
4 real searches · 1 real-search pass
2026 Betterment pricing automated investing annual advisory fee officialGoogle ↗
OBSERVED
2026 Fidelity Go fees advisory fee minimum officialGoogle ↗
OBSERVED
2026 Schwab Intelligent Portfolios advisory fee cash allocation officialGoogle ↗
OBSERVED
2026 Vanguard Digital Advisor fees advisory fee officialGoogle ↗
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 4 queries…
Searches and sources
ChatGPT4 real searches · gpt-6
2026 Betterment pricing automated investing annual advisory fee official Google ↗
2026 Fidelity Go fees advisory fee minimum official Google ↗
2026 Schwab Intelligent Portfolios advisory fee cash allocation official Google ↗
2026 Vanguard Digital Advisor fees advisory fee official Google ↗
- Schwab Intelligent Portfolios · schwab.com
- Schwab Intelligent Portfolios Compare Us · schwab.com
- Best Automated Investing Apps in 2026 · lendingtree.com
- Betterment's Pricing · betterment.com
- What are Betterment’s fees? · betterment.com
- Vanguard Investment Advice Services · investor.vanguard.com
- Fidelity Go | Robo Advisor FAQs · fidelity.com
- Vanguard Digital Advisor · investor.vanguard.com
- Vanguard Investment Advice Services · investor.vanguard.com
- Fidelity Go · fidelity.com
- Wealthfront · wealthfront.com
- Vanguard Target Retirement Funds · investor.vanguard.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 Betterment pricing automated investing annual advisory fee official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
2026 Fidelity Go fees advisory fee minimum official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
2026 Schwab Intelligent Portfolios advisory fee cash allocation official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
2026 Vanguard Digital Advisor fees advisory fee official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |