Most users came from YouTube
Vasco stated that the majority of his app's user base came directly from his YouTube channel.
Snapshot · Starter Story
I Built a $1M SaaS Using YouTube | Starter Story
Explore episode
Sep 7, 2026
Where this was said
Introducing Vasco: $0 to $70K/Month in Two Years
At 0:17 · chapter starts 0:12
With the hook set, host Pat Walls steps in to frame Vasco's story in numbers: an AI app, two years, $0 to $70,000 a month [1] — Host "Vasco's AI app went from zero to $70,000 a month in just two years. The entire growth engine was YouTube — one video a day, nothing fancy, …" 00:12 . The most striking detail isn't the revenue figure — it's the simplicity of the method. One video per day, no expensive production, no complex marketing stack. Vasco confirms the channel's dominance plainly: most users came from YouTube. It's a data point that reorients the listener's assumptions about what modern SaaS growth looks like, and it sets up the question the rest of the episode will answer: how, exactly, does posting videos translate into a seven-figure software business?
$0 to $70K/Month in 2 Years — All With YouTube
Vasco's AI app went from zero to $70,000 a month in just two years. The entire growth engine was YouTube — one video a day, nothing fancy, no expensive tools. Most of his users came directly from the channel.
$70K/month revenue
Vasco's AI app reached $70,000 per month in revenue within two years of launching.
2-year growth timeline
The AI app went from zero to $70,000/month in just two years, driven entirely by YouTube.
One video a day strategy
Vasco posted one YouTube video per day — no fancy tools or production — and it was the core growth driver.
Similar snapshots
All products connected to AI
The founder's entire product portfolio is AI-related, making it easier to package products attractively for directories.
AI coding viability debate as hook
The founder attached their SaaS demo to the trending debate about whether AI coding is actually good enough to build a full SaaS product.
Algorithm understanding drove Twitter growth
Quickly forming opinions on how the Twitter algorithm and platform worked allowed the speaker to grow rapidly on the platform.
MVP built in one week
Sam's initial MVP was coded in approximately one week using ChatGPT voice mode and copy-pasting code, with no prior technical experience.
Discord vs email for young users
Sam argues Discord is 10x better than email for building relationships with younger users who rarely check their inbox.
Monthly infra costs ~$780–$980
Sam's monthly operating costs include Cursor ($200), AI image generation ($100), AI video generation ($200), hosting ($100), email marketing ($80), and AI compute ($300–$500).
ChatGPT-powered pain point research
Sam recommends copying days of Discord chat history into ChatGPT and prompting it to list recurring pain points as a fast, free market research technique.
50 free tools built total
Bhanu and his team built approximately 50 free tools to attract search traffic, each linked back to SiteGPT.
New tool built in under 5 minutes
With AI coding tools like Cursor, Bhanu can now create a new free marketing tool in less than 5 minutes by referencing existing tools.
