Data as of Aug 25, 2026 · Based on 3,595 AI responses · See how Parse measures this
Robo-Advisors and Investing Apps
Parse
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Betterment has taken the top spot in AI recommendations for robo-advisors, frequently praised for its ease of use and goal-based planning tools. This climb comes as competitor Fidelity lost its early lead, while surged to become the consistent number two choice.
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | Dropped from its #1 spot but remains a top recommendation for brokerage apps. | 59% | |
| 2 | Now #1, praised as a great all-around choice for beginners and goals. | 52% | |
| 3 | 50% | ||
| 4 | Strongly gaining, known for tech-forward automation and advanced tax optimization features. | 46% | |
| 5 | 44% | ||
| 6 | Often cited for providing access to human financial planners at no extra cost. | 24% | |
| 7 | 10% | ||
| 8 | Frequently recommended for its unique 'Pie' system for customized, automated portfolios. | 9% | |
| 9 | Consistently mentioned for its 'round-up' feature, making it great for micro-investing. | 7% | |
| 10 | 5% | ||
| 11 | 4% | ||
| 12 | 4% | ||
| 13 | 4% | ||
| 14 | 3% | ||
| 15 | 3% | ||
| 16 | 2% | ||
| 17 | Rose in prominence since late 2025, praised for its low-cost indexing philosophy. | 2% | |
| 18 | 2% | ||
| 19 | 2% | ||
| 20 | 1% | ||
| 21 | 1% | ||
| 22 | 1% | ||
| 23 | 1% | ||
| 24 | 1% | ||
| 25 | <1% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
nerdwallet.com is the page AI reaches for most here, cited in 63% of analyzed answers.
Dropped from #1 to #3 in mention-rate rank between Oct 2025 and Mar 2026.
Climbed from #5 to #2 in overall mention rank between Oct 2025 and Mar 2026.
Became a top 5 cited brand after not being mentioned in Oct 2025.
Slipped from #6 to #8 in overall mention rank between Oct 2025 and Mar 2026.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 50% | 60% | ||
| 43% | 60% | ||
| 44% | 33% | ||
| 39% | 37% | ||
| 24% | 35% |
The two models disagree most about Vanguard Total World Stock ETF (VT) (ChatGPT #24, Google #18) and M1 Finance (ChatGPT #15, Google #10).
Betterment has taken the top spot in AI recommendations for robo-advisors, frequently praised for its ease of use and goal-based planning tools. This climb comes as competitor Fidelity lost its early lead, while Wealthfront surged to become the consistent number two choice.
Across 3,595 AI responses, Fidelity Investments is mentioned most, named in 59% of them, followed by Betterment (52%) and Charles Schwab (50%).
Parse measures each brand's mention rate — the share of answers naming it — across 3,595 AI responses to this market's buyer questions. Answers are collected daily and the ranking is published weekly.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.
Betterment and
Wealthfront have consistently been top recommendations for this general prompt. Between December 2025 and January 2026, ChatGPT models briefly elevated
Fidelity Go and
SoFi to the top spots, before returning to a
Betterment and
Wealthfront-led consensus.
Brands mentioned
What is the best robo-advisor?
Betterment and
Wealthfront have consistently been top recommendations for this general prompt. Between December 2025 and January 2026, ChatGPT models briefly elevated
Fidelity Go and
to the top spots, before returning to a and -led consensus.
Betterment is the most consistently recommended robo-advisor for Roth IRAs across the entire period.
Fidelity Go and are also regular fixtures, but significantly increased its prominence in responses starting in late 2025.
Brands mentioned
What's the best robo-advisor for a Roth IRA?
Betterment is the most consistently recommended robo-advisor for Roth IRAs across the entire period.
Fidelity Go and
Schwab Intelligent Portfolios are also regular fixtures, but
Wealthfront significantly increased its prominence in responses starting in late 2025.