Betterment #6 in Online Brokers & Investing
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Score over time
Shaded band = 95% bootstrap confidence interval. Orange markers = methodology events (model releases, panel versions). How this works
By model
Perplexity
ChatGPT + web search
Gemini + web search
Claude (Anthropic)
Gemini (Google)
ChatGPT (OpenAI)
By question type
Where Betterment shows up, by the intent behind the question. Every online brokers & investing panel asks the same balanced mix — 10 prompts per type — so these rates are directly comparable. A gap here (strong on recommendations, invisible on comparisons) is where AI visibility is being won or lost.
| Question type | Mentioned | Recommended |
|---|---|---|
| Recommendations “What's the best option for me?” | 23% | |
| Comparisons “How do the top options stack up?” | 3% | |
| Ready to buy “Which one should I actually get?” | 4% | |
| Problem-solving “I have this problem — what fixes it?” | 14% | |
| Informational “How does this kind of product work?” | 2% |
What the AIs say
Real answers from the latest measurement in which Betterment appeared — the receipts behind the score.
Claude (Anthropic) · listed #1
"I'm too busy to actively manage investments myself—what should I do instead?"
…Pick a fund matching your expected retirement year; it automatically adjusts risk over time. Truly "set and forget." 2. **Robo-advisors** (Betterment, Wealthfront, Schwab Intelligent Portfolios) – Automated portfolio management, rebalancing, and sometimes tax-loss harvesting for a small fee (~0.25%). 3. **All-in-one funds** –…
Gemini (Google) · recommended · listed #1
"Can you explain what a robo-advisor actually is and how it manages my money?"
…to spend your weekends researching stocks or managing spreadsheets, a robo-advisor is likely a great fit for you. Popular examples include Betterment, Wealthfront, and Vanguard Digital Advisor.
Gemini + web search · recommended · listed #1
"I don't want to manage my own investments—what's a good hands-off option that picks things for me automatically?"
…fferent "buckets" (e.g., "Emergency Fund," "House Down Payment," "Retirement") with different risk levels. * **Top Platforms:** * **Betterment** and **Wealthfront**: The two pioneers of robo-advising. They charge a flat 0.25% annual management fee (about $25 a year for every $10,000 invested). Both are incredibly user-fr…
ChatGPT (OpenAI) · listed #1
"I don't have time or knowledge to manage my own portfolio—what's the solution for someone in my situation?"
…much money you have, how complex your situation is, and whether you want periodic human advice. Options (quick comparison) - Robo‑advisor (Betterment, Wealthfront, Vanguard Digital Advisor, Schwab Intelligent, Fidelity Go, etc.) - Pros: very low effort, automatic investing, rebalancing, often tax‑loss harvesting; low fees (≈0…
ChatGPT + web search · listed #1
"Can you compare Betterment and Wealthfront to help me choose a robo-advisor?"
…ve facts I used are cited so you can verify them. Quick summary - Fees: Both firms’ core automated advisory service is 0.25% AUM per year. Betterment also offers a Premium plan (human CFP access) that requires a $100,000 eligible balance and carries an additional advisory charge. ([betterment.com](https://www.betterment.com/hel…
Perplexity · listed #1
"I'm deciding between Betterment and Wealthfront for a robo-advisor—what are the real differences?"
…imization, account minimums, and product depth**—not headline fees, since both advertise **0.25%** for core digital management.[1][18] - **Betterment** is the better fit if you want the option to **talk to a human advisor**; its premium tier includes access to financial advisors, while Wealthfront is positioned as fully digital…
Where the AIs get it from
Domains cited by search-backed answers that mentioned Betterment (50 answers, 2026-08-01). Your own domain is highlighted — presence in the others is the GEO opportunity.
| Cited domain | Answers citing it |
|---|---|
| nerdwallet.com | 26 |
| reddit.com | 20 |
| smartasset.com | 19 |
| vertexaisearch.cloud.google.com | 17 |
| fidelity.com | 17 |
| investor.vanguard.com | 15 |
| youtube.com | 15 |
| betterment.com own domain | 14 |
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Head-to-head: Betterment vs Fidelity · Betterment vs Charles Schwab · Betterment vs Vanguard — or the full Online Brokers & Investing leaderboard.
Data from run #77. Methodology