Founder Playbook · Starter Story
7 tactics from Sam
I Built a $14K/Month SaaS Using Discord
Watch the full episode“I would go in that server and I would join a discord voice chat and I would share my screen not talking nothing just me using my tool and I was seeing Sam what are you using at Sam what is this and I would respond to him being 'Oh it's a tool I built.'”
Lurk in Discord Voice Chats and Let Curiosity Pull Customers to You
Sam avoided Discord's strict no-self-promo rules entirely by entering voice channels silently and demonstrating value through action rather than pitching. The curiosity hook did all the selling. Within a week the server owner made a promotional YouTube video about the tool unprompted, without Sam asking or paying.
“When I first shipped my product I hosted it on a site called Heroku and the first person I gave it to they got an application error but they still managed to use some of the core features and were able to still use the app. Yes there were bugs. Yes there were issues but the main idea of the app was working. So as long as what you're trying to solve works I think you can ship anything.”
Ship a Broken MVP Immediately If the Core Feature Actually Works
Sam built his first MVP in a week by copy-pasting AI-generated code into VS Code with zero prior technical knowledge. Despite the product throwing an application error on the very first user interaction, that user still extracted value from it. This formed his core shipping philosophy: polish is secondary to solving the pain point.
“I gave all of my early users to help me validate my idea I gave them all free access. So the early access user would have free access then his friend would have to pay but his friend might be a bit skeptical on how the tool works. But the really cool thing is the early access user can just show him because he has free access and that is how our group grew as quick as it did.”
Give Early Users Free Access to Activate Peer-to-Peer Word of Mouth
After building a waitlist inside Discord servers, Sam converted sign-ups by giving every early validator permanent free access. This created a live demo network — early users became walking product demonstrations who could show skeptical friends firsthand, collapsing the trust gap that normally requires marketing copy or testimonials.
“One cool thing about Discord is you can scroll through and copy and paste days and days worth of chat history Copy and paste it into Chatbutt and give it a prompt saying "List me all of the pain points that these people have talked about over the last couple days." You want to be looking for recurring pain points because those are the ones that would have more demand.”
Dump Discord Chat History Into ChatGPT to Surface Recurring Pain Points
Sam's validation method turns passive community lurking into structured market research — no surveys, no cold outreach. By feeding raw Discord conversation into an LLM and asking specifically for recurring pain points, he could spot real demand signals before writing a single line of code.
“Discord is 10 times better in terms of building a relationship with your users I think young people will go on Discord more than they check their emails So for step five another thing you want to do is turn all of your early users into potential advocates for your product”
Build Your Own Discord Server to Own the Relationship With Users
Sam argues that email lists miss the engagement level available through Discord for younger audiences. He recommends founding your own private Discord community to funnel in ideal customers, giving you a real-time relationship channel that compounds into advocacy rather than just a broadcast list.
“I saw the typical thing was for a SAS to release a weight list And I was able to send that weight list to those Discord servers So I would put in the Discord server in the chat just the wait list and be like if you want to try the tool just sign up here and once it's released we'll get an email something like that and that's how Algro started”
Launch a Waitlist Before You Price to Capture Demand and Signal Exclusivity
Before introducing any pricing, Sam first built organic curiosity by silently screen-sharing his tool in Discord voice chats, then converted that interest through a waitlist. This sequenced approach let him validate willingness to engage — a precursor to willingness to pay — without triggering spam filters or price anchoring too early.
“build your tool to accommodate for scale You need to initially bet on yourself Think that okay cool I'm going to have 100,000 users building my tool And you want to have the frameworks behind that and you might not know them but when you tell cursor to think that way it will change its mindset in the way it prompts you to do things it will prompt you in a way that will accommodate for those 100,000 users instead of just that one user being you cuz then it saves you so much time and money down the line”
Tell Your AI Coding Tool to Build for 100K Users From Day One
When asked what he would tell his earlier self, Sam's sharpest instruction was about the mental model you feed into your AI coding assistant. Because vibe-coders rely on the AI to make architectural decisions, the ambition you express in your prompts directly shapes the scalability of the code generated. Prompting for one user produces single-user architecture; prompting for 100K forces proper patterns from the start.