I built a $14K/month SaaS using Discord — Starter Story

Sam
- Built Algrow, his first SaaS, after spending years online testing different ways to make money.
- Started with affiliate marketing alongside two friends and generated over $10,000 promoting an app with faceless texting stories.
- Moved into YouTube automation, where his friend Mason pointed out the need for a better way to find shorts channels and niches.
- Built the first MVP with no coding background by copying AI-generated code into Notepad, then VS Code, and later Cursor.
- Shipped a broken early version on Heroku that showed an application error for the first user, but still solved the core problem well enough to validate demand.
Algrow
- Helps creators research and replicate viral content formats.
- Shows trending formats, subscriber counts, average views, and channels that are working in real time.
- Lets users save channels, generate videos from viral formats, download them, optimize them, and post them to other platforms.
- Started as a tool for faceless YouTubers, then expanded to influencers, dropshippers, and other creator use cases.
Metrics And Business Model
- Reached over 10,000 users in about six months.
- Made over GBP 10,000 in the last four weeks, roughly $13,000 to $14,000.
- Added 480 new customers in the month shown.
- Offers plans at $25, $45, and $80 per month.
Discord Growth Strategy
- Found niche communities on discboard.org by searching keywords related to his target users.
- Joined the MoneyMind Discord server and searched for repeated pain points such as how to find a niche or replicate a niche.
- Validated demand by joining voice chats, muting his mic, sharing his screen, and letting people ask what tool he was using.
- Built rapport by helping people find channels with the tool instead of directly pitching it.
- Attracted enough attention that the server owner made a long-form YouTube promotional video without Sam asking or paying.
- Collected early interest through a waitlist shared in Discord communities.
- Turned early users into advocates by giving them free access so they could show skeptical friends how the product worked.
Discord Playbook
- Find where the ICP already spends time and join relevant Discord servers.
- Listen before building by reviewing chat history and using ChatGPT to identify repeated pain points.
- Validate ideas through real conversations and quick screen recordings before committing.
- Build with the community by creating a waitlist or private Discord server for future users.
- Avoid spam by respecting server rules, contributing value, and letting the product create word of mouth.
Tech Stack And Costs
- Uses Cursor, upgraded from the $20 plan to the $200 plan.
- Uses Nano Banana for AI image generation at about $100 per month.
- Uses AI video models such as Sora 2 at about $200 per month.
- Hosts on Heroku for about $100 per month.
- Uses MailerLite for email marketing at about $80 per month.
- Pays roughly $300 to $500 per month for Gemini and other AI compute.
Lessons And Advice
- Build the tool to accommodate scale from the beginning.
- Bet on yourself by asking AI coding tools to think as if the product will reach 100,000 users.
- Solve a specific pain in a specific community before trying broader marketing channels.

Summary