Webull CEO signals major AI, rule change to trading apps

Webull (BULL) CEO Anthony Denier opened the company's Q1 earnings call with a blunt prediction about the future of brokerage platforms:

"The interface of the future is not a screen on a smartphone," Denier said. "It is an API." Webull's CEO believes the future of brokerage will revolve around AI agents interacting directly with trading infrastructure, which is why the company is building its platform around AI agent integration.

Webull now has 3 major upcoming catalysts: a major regulatory change arriving June 4, a self-clearing approval that puts more economics in-house, and institutional momentum that's just getting started.

Record volumes and AI are already driving trader behavior

Webull's Vega Analyst tool, which gives retail users access to institutional-grade research on demand, is already in beta with striking early results. Active traders are using Vega an average of 16 to 17 times per month, and 20% of those sessions end in a trade, with the majority of inquiries centered on in-depth stock analysis before execution.

Later this year, Webull plans to launch AI Portfolio, enabling agentic portfolio construction and trading. The company also released an MCP server this quarter, positioning the platform as an execution and custody layer for third-party AI agents. That last move is the strategic tell. Denier isn't just building AI features for users. He's building the infrastructure that other AI agents will plug into to execute trades.

"This is going to be a structural change of this business over the next 2 to 3 years," CEO Denier said. "The idea of competing simply on a user interface on a smartphone is no longer going to be a battleground. It's going to be on access to products, pricing, execution quality, and having the best integration with these AI agentic platforms."

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That vision is backed by early results. Q1 equity notional volume surged 104% to $261 billion, options volume rose 31% to 159 million contracts, and futures volume grew 84% year over year, driven heavily by commodity futures demand during a period of global uncertainty. CFO H.C. Wang noted that April trading volumes hit all-time highs, with that trend continuing into May.

The platform added roughly 800,000 registered users in the quarter, bringing the total to 27.6 million, while funded accounts reached 5.11 million, up 8% year over year. Quarterly retention hit a record 98.4%.

June 4 rule change targets Webull's core users

FINRA's upcoming June 4, 2026 removal of the Pattern Day Trader minimum equity rule directly hits Webull's sweet spot. The old framework generally required an investor to have $25,000 in equity to conduct frequent day trading in margin accounts, while Webull says its average customer account balance is just under $5,000.

Now, accounts with at least $2,000 in equity will be able to access broker-defined intraday margin limits based on their holdings and maintenance margin requirements.

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Management expects the PDT removal to lift transactions by at least20% over time. This is great for the business because higher trading activity from existing users is an easy way to increase the lifetime value of users.

Despite the upcoming good news, Webull still posted a Q1 2026 GAAP net loss of $21.7 million. Investors now need proof that the upcoming deregulation on June 4 converts into earnings transactions and earnings growth.

Self-clearing approval expands Webull's margin path

Most retail brokers rely on outside firms to clear and settle their trades, essentially paying a middleman to handle the back-end processing of every transaction. Webull's newly approved U.S. self-clearing license changes that. It means Webull can now handle custody, settlement, and transaction processing entirely in-house, cutting out third-party fees and keeping more of the economics from every trade it executes.

Denier called the approval "a huge game changer" because this cost reduction flows directly to Webull's profit. Webull can also pass some of the savings to customers, making the platform more competitive on pricing, especially for B2B clients.

Webull posted a 9.3% adjusted operating margin in Q1, and self-clearing gives the company a credible path to improve that figure as third-party processing costs fall and incremental trading volume becomes more profitable. The company still needs approvals from DTCC for equities and OCC for options, and doesn't expect full operations until Q4.

The payoff also reaches beyond retail brokerage. Institutional flow already made up 9.5% of platform equity volume in Q1, giving Webull an early foothold outside its app-based retail base. Self-clearing strengthens that push because institutions and B2B clients value operational control, custody, and settlement reliability as much as trading tools.

What could keep Webull climbing

• PDT rule changes increase trading activity from smaller retail accounts
• Strong existing engagement helps convert higher activity into sustained revenue growth
• Self-clearing lowers processing costs and improves margin potential
• Client asset growth expands monetization opportunities across trading and lending
• Institutional trading volume diversifies the revenue base beyond retail activity

What could derail Webull's thesis

• Trading activity fades, possibly due to large market downturns that wipe out margin accounts
• Self-clearing implementation delays push out margin improvement
• Heavy trading activity shifts toward lower-margin products
• Institutional expansion slows if execution or reliability issues emerge
• Rising compliance, support, and technology costs keep profitability under pressure

Key takeaways for Webull

Webull's story is increasingly about operating leverage. The key question is whether higher trading activity can translate into stronger margins and earnings power. The June 4 PDT rule change could become a major catalyst by increasing activity from smaller retail accounts and driving more assets onto the platform.

Self-clearing, institutional trading growth, and AI-driven trading tools could also improve margins and deepen customer engagement as Webull scales.

Related: Intuit CEO reveals shocking news about AI agents

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This story was originally published May 23, 2026 at 12:07 PM.