AI industry models range from freemium tiers to token fraud

The artificial intelligence industry utilizes several strategies to provide free access to tools, often serving as a customer acquisition method funded by venture capital. Common business models include the freemium upsell, where users are incentivized to pay for higher usage limits or additional features, and the use of user data as a product, where prompts and usage patterns are used to train models or sold to advertisers.

Parallel to these legitimate business models, a fraudulent market has emerged involving cheap AI token resellers. These actors offer access to advanced models at significantly reduced prices by obtaining tokens through illicit means. Methods include the mass creation of new accounts to exploit free credits, using stolen credit cards for pay-after services, or initiating chargebacks after consuming resources. Additionally, fraudsters may reverse-engineer consumer software or hijack support chatbots to redirect traffic and consume tokens at scale.