Algrow

Helps creators research and replicate viral video formats using AI

MRR $14k
Users 10k
Stage Growing
Category Creator tools
Starter Story I built a $14K/month SaaS using Discord
Growth roadmap

7 moves, in order

  1. Idea Validation (Pre build)
    Discord community lurking

    Used discboard.org to find niche Discord servers. Searched for keywords like 'niches' in the moneymind server and observed recurring pain points (people repeatedly asking 'how do I find a niche?') to confirm demand before building anything.

    Confirmed strong demand for a niche/channel research tool
  2. MVP Build (Week 1)
    Ai coding tools

    Built first MVP in ~1 week using ChatGPT (voice mode) to generate code, initially copy-pasting into Notepad then VS Code, later switching to Cursor. Shipped a broken MVP hosted on Heroku that threw application errors but core features still worked.

    Working MVP shipped in ~1 week with zero prior coding experience
  3. First Users (Weeks 1 4)
    Discord voice chat screen sharing

    Joined Discord voice chat rooms in niche servers, muted mic, and silently screen-shared himself using Algrow. Did not pitch or speak — just let curiosity build. When users asked what he was using, he casually mentioned it was his own tool. Did this for ~1 week straight.

    Attracted organic interest including an unprompted promotional YouTube video made by the server owner
  4. Pre Launch Waitlist
    Discord community chat

    Posted a simple waitlist link in Discord server chats with a low-pressure message — 'if you want to try the tool, sign up here and we'll email you when it's released.' No hard sell, no spam.

    Built initial email waitlist of early adopters
  5. Early Launch
    Word of mouth via free access

    Gave all early waitlist/validation users completely free access to Algrow. Free users would demo the tool to skeptical friends, who would then pay for access. Deliberately structured this as a referral loop: free user shows tool → friend converts to paid.

    Word of mouth drove a significant portion of early growth; users reported 'my friend told me' as their source
  6. Growth (Months 1 6)
    Discord community expansion

    Continued joining multiple Discord servers in adjacent niches (drop shippers, influencers, not just faceless YouTube creators). Used discboard.org to find new communities, joined voice chats, and replicated the screen-sharing strategy across servers.

    First 400 users acquired entirely through Discord
    Users 400 users
  7. Month 6 (Current)
    Organic product led growth

    Product expanded beyond original ICP (faceless YouTubers) to influencers and dropshippers organically. Maintained Heroku hosting, Mailerlite for email, and added AI video generation (Sora 2) and image generation (Nano Banana) features to increase value.

    10,000+ total users, £10,000+ (~$13-14K USD) revenue in last 30 days, 480 new paying customers in last month
    MRR $14k Users 10k users
First 100 users

Sam found the Discord server "moneymind" via discboard.org by searching keywords related to his niche (faceless YouTube / channel niching). He observed that users were repeatedly asking "how do I find a niche?" — confirming demand. He then joined voice chat rooms in the server, muted his mic, and silently screen-shared himself using his own tool. This generated curiosity with no self-promotion — people started asking "Sam, what are you using?" and he'd simply reply it was a tool he built. He did this for about a week straight. After building rapport organically through screen sharing, he posted a simple waitlist link in the Discord chat, asking interested users to sign up for early access. No hard sell — just "sign up here and we'll email you when it's released." This is how Algrow's initial user base formed. He also gave all early waitlist users free access, which fueled word-of-mouth — early users would show the tool to skeptical friends, who would then pay for access. A notable organic moment: the Discord server owner (unprompted and unpaid) created a full YouTube long-form promotional video about Algrow after watching Sam screen-share the tool repeatedly in the community. This single organic endorsement dramatically amplified early visibility.

Unfair advantage

Sam was already embedded in the faceless YouTube / YouTube automation creator community as a practitioner, giving him direct access to the exact ICP (ideal customer profile) and first-hand understanding of their pain points. His friend Mason was also a user who surfaced the original problem idea.

Scaling channel

discord_community_screen_sharing

What didn't work

Explicitly warned against the typical "Hi I've got this tool, please use it" self-promo approach in Discord — he said it looks like spam and gets you banned. Also dismissed Twitter "build in public" as "a whole bunch of rubbish" for driving actual users.

Watch the original

I built a $14K/month SaaS using Discord

Starter Story