Walnut Invest's answer:

Walnut is an AI investing app that connects to your existing brokerageand lets you talk to your real portfolio through AI, Claude, ChatGPT, or its built-in assistant. Most AI tools can't see what you actually own, and robo-advisors take custody of your money; Walnut does neither. It's a portfolio-aware AI analyst that reads your actual holdings, shows how each is doing versus the market, and talks through where your portfolio could be heading, while you stay fully in charge of your strategy and your money stays at your broker. A standout feature is its per-user connector that lets you query your real positions directly from Claude Desktop.

Walnut Invest's answer:

• vs. robo-advisors (Wealthfront, Betterment): Walnut never takes custody of your money or auto-trades. It works on top of the broker you already use and keeps you in control, the analysis and conviction of an advisor, without handing over your account or paying ~1%/year.
• vs. other AI investing apps (Magnifi, PortfolioPilot, Composer): Walnut is genuinely portfolio-aware, it reasons over your real holdings and lets you do it inside its platform or Claude or ChatGPT.
• vs. plain ChatGPT: generic chatbots only know hypotheticals; Walnut connects to your live positions, your current portfolio, your goals so the advice is about what you actually hold.
• It's deliberately descriptive and honest (informational, not an investment adviser) rather than hype-driven.

Walnut Invest's answer:

Self-directed retail investors who already have a brokerage account and want to understand and analyze their portfolio without paying a financial advisor. They're comfortable picking their own stocks and funds, want an AI "second opinion," and are AI-curious (already using ChatGPT or Claude). It's for people who want to talk through their portfolio and stay in charge, they believe in manage their money for them, and not high-frequency day-traders.

Walnut Invest's answer:

Walnut grew out of a simple gap: millions of people have a brokerage account but no affordable way to actually understand what they own or get personalized analysis. a human advisor costs ~1% a year, and general-purpose AI is great at analysis but can't see your real portfolio. It began as a thematic-investing tool and evolved into an AI-first portfolio analyst: a layer that sits on top of your existing broker and turns AI into something that can read, analyze, and discuss your real holdings. The mission is to give everyday investors an AI financial assistant without the cost of a financial advisor.

Walnut Invest's answer:

Walnut is an early-stage consumer product, so its "customers" are individual self-directed investors rather than enterprise accounts, and it's still building its early user base.