I Built a $10K/Month App With This One System

Starter Story 15min 3 min #162
I Built a $10K/Month App With This One System
Watch on YouTube

Summary

  • An Nayal built Flame, a daily ritual app for couples that provides a question a day and an AI relationship coach, growing it from $3,000 to $10,000 MRR in under 8 months using only organic TikTok. The episode breaks down the VSC framework—the validation and distribution system he used to predict whether content would drive both views and paying users before investing in building or scaling.

The VSC Framework

  • Viral (V): Determine whether a content format or pain point has gone viral before, defined as hitting over 100,000 views on multiple similar pieces from accounts with under 5,000 followers. The follower threshold matters because virality from small accounts proves the content itself drives reach, not the creator’s existing audience.
  • Scalability (S): Assess whether you can produce the content at high volume without burning out. At one point, Flame was publishing 150 pieces per day to test a single hook. Two scalable approaches:
    • AI-generated video using tools like Kling 3.0, which produces near-realistic footage.
    • Cheap UGC from Eastern Europe and Russia—around $1 per 60-second video via platforms like work.ru (described as the Fiverr of Russia).
  • Convertibility (C): The most critical element. Viral content is worthless if it doesn’t convert. To assess convertibility, read the comments: if people are asking “what’s the app?” or “where can I find this?”, the content has product intent. If comments are just reactions (“lol”, disagreement), conversions will likely be low.

Content in Practice

  • A piece that failed convertibility: A slideshow made with Nano Banana and text overlay hit 120,000 views but started only 8–9 free trials because comments didn’t mention the product.
  • A piece that converted well: A slideshow with a text overlay about a woman stuck in a long-distance relationship (“How do you not mess it up? How do you not lose it?”), with Flame’s product plugged on the next slide. The team seeded comments from their other accounts to guide viewers toward the app, achieving roughly a 1% conversion rate—high for organic social.

The Content Tracking Spreadsheet

  • Every TikTok account is tracked in a spreadsheet with its status: warm-up phase (1, 2), paused, healthy, unhealthy, stopped, or blocked.
  • Each account is tagged by platform (TikTok only, TikTok + Lemon8, TikTok + Instagram) and content type (reactions, slideshows, etc.).
  • The team logs daily views, likes, and qualitative notes on what performed well to decide what to replicate or drop the next day.
  • A separate sheet tracks individual hooks and their performance, enabling iterative tweaks—e.g., discovering that placing text on a woman’s neckline rather than her face produced the best results, a finding that only emerged from daily testing.

The App: Flame

  • A daily ritual app for couples: one question per day, and you can’t see your partner’s answer until you’ve answered yourself.
  • Includes an AI relationship coach trained on every answer the couple provides, with modes like a “naughty coach” and a “gifting genie.”
  • Additional features: a shared bucket list, a private memory timeline.
  • Subscription-based monetization, targeting the roughly 80% of couples who say their relationship needs work but won’t pay $200 for therapy.
  • 250,000 downloads and 50 million organic views to date.

Tech Stack and Infrastructure

  • Building: Claude Code, Claude Design, OP (likely a typo or shorthand for a design/build tool), RevenueCat for monetization.
  • Analytics: Mixpanel (free tier), TikTok native analytics (preferred for retention and drop-off data), Hexfield.
  • Distribution infrastructure: A portfolio of phones, each running 2–5 TikTok accounts—roughly 15–20 accounts total—to manage the volume of content and cross-promotion.

Founder Background

  • Previously launched a fitness chain in China, scaling it to $50M ARR across seven locations.
  • Moved to Europe and worked at a German scale-up, helping take it from a $40M Series B to a $200M Series C.
  • Key takeaway from that experience: distribution has become the moat, and founders should focus there.
  • Moved to New York and built Flame with his then-girlfriend (now wife), using their own relationship to shape the product.

Advice for Founders

  • Don’t chase creating the “right” content—chase creating enough content. Volume is the system: push out more, learn what works, double down on it, and iterate.
Back to Starter Story