Reddit for initial traction + short videos that sell the transformation instead of features + zero-risk creator sourcing at scale via Posted + LTV math to scale paid
the creator says this system got him 1M users + $44K MRR; in the past week Posted deals delivered 4,000 downloads (37¢/download)
Nobody cares about your product, only what it does for them — sell the transformation, not the features; the moment content looks like an ad, it's dead.
Fewer bars = easier, cheaper, or faster for an AI-assisted solo builder. Editorial judgments based on the case details.
Steven Cravotta is an indie developer with multiple apps. He lays out, end to end, the acquisition system he's used to push apps from zero to tens of thousands and cumulatively over a million users. He self-reports 1M+ cumulative users and $44K MRR; in the past week alone he pulled 4,000 downloads through a platform called Posted, at roughly 37 cents each. The showcase is PuffCount — an app for quitting vaping — where a single short video pulled 476K likes. But the point he's making isn't about any one product; it's the repeatable cold-start funnel behind the product. The core belief in one line: nobody cares about your product, people only care what it does for them — sell the transformation, not the features, and the moment content looks like an ad it's dead. The system has four steps: find the viral message (rewrite your pitch from a transformation angle), research and reuse content motifs already proven to blow up, produce content yourself or source creators at scale through Posted on a pay-for-performance basis, then amplify the winners with paid ads. He treats marketing as a funnel where each layer only has to push people to the next, and uses RevenueCat to compute the true LTV of each download — when acquisition cost lands below LTV, scale the spend. Caveat: the revenue figures are all self-reported and unverified, so discount accordingly.
The zero-budget opening is Reddit, and it can run the same day the app is installable. Founder-heavy subreddits like r/SaaS, r/SideProject and r/startups will send real paying users when a post reaches the front page, but only if the post gives something away instead of dropping a link.
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The first payment comes from a stranger who watched a video, tapped through to the store listing and then converted during onboarding, which is why the funnel gets treated as four separate handoffs.
The turning point is the day cost per download sits confidently below realized value per download. Before it, acquisition is a hope; after it, buying users is arithmetic and the only limit is how much inventory exists.
The hit rate on short video is well below one in two, so ten clips going nowhere is the normal state rather than a verdict. Downloads are the wrong thing to stare at during that run, because they only move when every handoff works at once.
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