Side-by-side comparison of AI visibility scores, market position, and capabilities
Largest independent robo-advisor with $65B+ AUM and 1M+ customers as of late 2025; acquired Ellevest ($1.1B AUM) and Rowboat Advisors in 2025; raised $435M total at ~$800M valuation.
Betterment is the largest independent digital investment advisor in the United States, offering automated investing, cash management, and retirement planning services to individual investors, financial advisors, and small business 401(k) plan sponsors. Founded in 2010 by Jon Stein and Eli Broverman, Betterment pioneered the robo-advisor category — using algorithm-driven portfolio construction and automatic rebalancing to deliver diversified, tax-efficient investing to retail investors at a fraction of the cost of traditional financial advisors. The platform's core offering is a diversified ETF portfolio automatically rebalanced and tax-loss harvested, accessible for a 0.25% annual fee on invested assets above $24,000.
Alpaca is a self-clearing broker-dealer and global leader in brokerage infrastructure APIs for stocks, ETFs, options, and fixed income; raised $52M Series C in April 2025 totaling $170M;
Alpaca is a developer-first brokerage infrastructure company founded in 2015 and headquartered in San Mateo, California. It operates as a fully self-clearing broker-dealer with DTCC, Nasdaq, OCC, and FICC memberships — enabling it to provide end-to-end brokerage infrastructure for stocks, ETFs, options, fixed income, and cryptocurrency without requiring partners to manage their own clearing relationships. Alpaca's Broker API allows fintech companies, neobrokerages, robo-advisors, and wealth management platforms to embed multi-asset trading into their applications with a single integration.
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