You’ve probably noticed that every new AI app feels exactly the same. You open it, pick a bot, say hello, and get a perfectly grammatically correct, perfectly lifeless response. The conversation dies in five minutes.
Meanwhile, a Korean company called Wrtn just launched an app called OOC (Out Of Character) in the US. In four months, with zero subscription tiers and zero ads, they’ve pulled in over $2 million.
How? By realizing that nobody actually wants to chat with an AI. We want to star in our own anime.
While competitors are burning billions on marginally better memory models and smoother roleplay, OOC completely bypassed the “AI character chat” category. They didn’t build a better chatbot. They built a playable anime story engine.
In OOC, you don’t just talk to a character—you enter a pre-built world. You can play through an interactive RPG novel with 150 AI-generated images, track relationship stats, and unlock special endings based on your choices. And if you don’t like the scripted options, you just type what you want your character to do, and the AI generates the next chapter in real-time.
You aren’t paying for a conversation; you’re paying for the illusion of authorship.
This brings us to OOC’s most provocative, and arguably brilliant, mechanic: its monetization.
Almost every AI app out there defaults to the $9.99/month subscription. It’s safe, predictable, and completely kills the immersion. The moment you hit a paywall, you’re reminded you’re just a user looking at a screen.
OOC throws that model out. They have no subscriptions. No ads. They use a pure token (credit) system. You buy credits—1.99 for 2,000, or 99.99 for 100,000—and every single time you want the story to advance, every time you want the AI to generate a new plot twist, you spend a token.
It’s a metered economy for imagination.
If you look at the App Store reviews, users are complaining. They say the tokens burn too fast. They get to a cliffhanger and run out of credits before seeing the ending. In a traditional SaaS model, this would be a disaster. But in a gaming economy, friction is the point.
Subscriptions sell access. Tokens sell survival.
When you pay a flat fee, the AI becomes a utility, like water or electricity. But when you pay per action, the AI becomes a slot machine. You are literally paying to roll the dice on your character’s fate. OOC recently doubled down on this by launching their first true AI RPG, where dice rolls determine your character’s hidden race and class. You aren’t just reading a story; you’re paying to see if your character survives the next encounter.
For anyone building AI products or expanding overseas, this is the ultimate masterclass in product localization.
Wrtn already had successful AI chat apps in Korea and Japan. When they brought their tech to the US, they didn’t just translate their existing UI. They realized that American users wouldn’t open another generic chat app. They needed a game. They needed progression, stats, unlockable outcomes, and the thrill of the unknown.
Localization isn’t about translating your features; it’s about redefining why they should open their wallet.
The AI social track is crowded because everyone is fighting over the same basic chat infrastructure. But OOC proves that the real edge isn’t in building a better brain for the AI—it’s in packaging that AI into a game economy.
Stop trying to make users talk to your AI. Make them play with it. Make them pay for the next chapter. And make them feel something when the screen goes dark because they just ran out of tokens.
FAQ
Q: Isn't a pure token model too aggressive? Won't users just leave when they run out of credits?
A: Some will, but the token model is exactly what drives the $2M revenue. Friction creates perceived value. When every story advance costs something, users treat the narrative like a high-stakes game rather than a free, endless feed.
Q: What's the practical takeaway for AI product builders?
A: Stop selling AI as a utility (subscriptions) and start selling it as an experience (game economies). Users don't want to pay for access to a model; they want to pay to unlock the next chapter of their own story.
Q: Is the AI RPG/interactive novel just a gimmick?
A: No, it's a category redefinition. If you sell 'AI chat,' you compete with ChatGPT. If you sell 'Playable Anime,' you have no competition. The gimmick is the packaging, but the monetization is the real innovation.