Whether crypto tokens are securities comes down, in the U.S., to a single legal framework: the Howey test. There is no blanket answer that covers every AI token. Instead, regulators and courts ask whether a particular token, sold in a particular way, meets the definition of an "investment contract." Some AI tokens may; others likely don't. The classification is fact-specific, and it matters because securities carry registration and disclosure obligations that other assets do not.
Here's how the test works and how it tends to apply to AI tokens.
What Is the Howey Test?
The Howey test comes from a 1946 U.S. Supreme Court case involving — of all things — orange groves. The Court ruled that an arrangement is an "investment contract" (and thus a security) when it involves:
- An investment of money
- In a common enterprise
- With an expectation of profit
- Derived from the efforts of others
All four prongs generally need to be present. The test focuses on the economic reality of a transaction, not the label attached to it. Calling something a "utility token" doesn't settle the question if the substance looks like an investment contract.
Applying the Four Prongs to AI Tokens
Let's walk through how each prong tends to surface with AI tokens.
1. Investment of Money
This prong is easy to meet. Buying a token with cash or other crypto counts. Even receiving tokens in exchange for goods, services, or staking can sometimes qualify.
2. Common Enterprise
Courts look at whether investors' fortunes are tied together or to the promoter. A project with a central team building a decentralized-compute network or AI data marketplace, where token value depends on that team's roadmap, often points toward a common enterprise.
3. Expectation of Profit
Here, marketing matters enormously. If a project promotes a token by highlighting potential price appreciation, token burns, or returns, the profit-expectation prong is more likely satisfied. If buyers acquire the token mainly to use it — to pay for inference, compute, or data access — the case is weaker.
4. Efforts of Others
This is frequently the decisive prong for crypto. The question is whether profits depend primarily on a managerial team's ongoing work. A token controlled by a small group actively developing the network leans toward "yes." A genuinely decentralized network, where no central party is essential to value, leans toward "no." Many analysts describe this as the move toward "sufficient decentralization."
Why AI Tokens Are a Gray Area
AI tokens sit in an especially nuanced spot. Many launched with active development teams (which strengthens the "efforts of others" prong), yet they also have real utility — paying for GPU compute, AI model access, or data — which can support a non-security argument over time. A token's status isn't necessarily fixed; some legal commentators argue an asset can start looking like a security at launch and become less so as a network decentralizes, though this view is debated and not settled law.
For a broader view of how the SEC approaches these questions in practice, see our guide on SEC crypto regulation.
What Investors Should Take Away
You can't determine a token's legal status yourself, but you can read the signals: how centralized the project is, whether it's marketed as an investment, and whether it has real, used utility. Those same signals correlate with quality. Reviewing a project's actual infrastructure and adoption through the AI Score methodology helps you focus on tokens with genuine usage rather than pure speculation. Evaluate a token's fundamentals — and its regulatory profile — before you buy on AiTokens.app.
Frequently Asked Questions
Is Bitcoin a security under the Howey test? Regulators have generally indicated Bitcoin is not treated as a security, largely because it lacks a central issuing entity whose efforts drive its value. Most AI tokens have a different structure.
Can a token stop being a security over time? Some legal thinkers argue that as a network becomes sufficiently decentralized, the "efforts of others" prong weakens. This is a debated theory, not a guaranteed legal pathway.
Does utility automatically make a token not a security? No. Utility is one relevant factor, but a token with real uses can still be sold in a way that satisfies the Howey test. The economic reality of the offering controls.
This article explains a legal framework in general terms and is not legal advice. Consult a qualified attorney about any specific token or situation.
This article is for educational purposes and is not financial advice.