Deployments Drive Growth Over Sign-ups

The real wedge in AI coding is not getting people to try a tool, it is getting them to ship live software and come back to ship again. In this category, sign-ups can be inflated by viral sharing loops and curiosity, while deployments show that a user crossed the hard part, turning a prompt into a working app with hosting, a database, and often a domain. That is the point where usage becomes sticky and monetizable.

• Replit grew through shared project links that pulled new users straight into the browser app, so sign-ups naturally overstate traction. The stronger signal was whether those users deployed an app, because deployment was explicitly tied to long term retention and revenue.
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• The category is splitting by job to be done. Lovable and Bolt win on fastest path to a first draft, while Replit wins when users want to keep the real code, wire up hosting and back end services, and continue iterating after the first launch.
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• The economics also reward shipping over sign-up volume. Replit expanded from roughly 15,000 paying customers on 40 million users to 175,000 paying customers over 12 months, with ARPU rising from about $192 to $575 as users moved from trying the product to launching real projects and business use cases.
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The next phase of the market will be won by platforms that compress idea-to-production time and then keep users inside the same stack after launch. That favors products that combine agent creation with deployment, data, collaboration, and enterprise controls, because every extra post-launch workflow makes a shipped app harder to move away from.