Marc Lou made $528,000 in 4 months selling a code boilerplate.
Not an app. Not a SaaS. A folder of pre-configured code that saves developers a week of setup.
Pat Walls from Starter Story just published a breakdown of why that worked, and why Nvidia, Shopify, and Stripe all got huge on the same principle: when a gold rush happens, don't dig. Sell shovels in a gold rush.
He walks through three real businesses doing exactly that: a $50K/month boilerplate, a $1M ARR faceless video tool built with no-code, and Starter Story itself at $100K+/month.
I watched the whole video so you don't have to (you still should). Here's each business, the real numbers, and how to spot your own gold rush before everyone else does.
The dirty secret: the biggest winners never dig for gold
In the 1849 gold rush, most miners went broke. The people who got rich sold pans, shovels, and jeans (hi, Levi's).
Pat's point is that the same pattern runs through every modern boom:
- → Nvidia sells the chips for the AI gold rush
- → Shopify sells the store for the e-commerce gold rush
- → Stripe sells the payment rails for the whole internet business gold rush
None of them bet on one miner striking gold. They sell to every miner at once.
You and I can't build Nvidia. But the mechanic scales down beautifully, and the three businesses below prove it at $50K/month, $1M ARR, and $100K/month.
ShipFast: $528K in 4 months selling pre-dug foundations
ShipFast is a Next.js boilerplate. Payments, auth, email, landing page: all wired up. You download it and ship your product in days instead of spending weeks configuring Stripe and login screens.
The numbers from the breakdown:
- → $50,000/month at the time of the Starter Story interview
- → $528,000 in the first 4 months
- → 7,450+ customers on the site's counter
- → At the $249 middle plan, that's roughly $1.8M in lifetime sales (Pat's napkin math, not audited, but even half of that is life-changing for a solo founder)
Why did a folder of code sell that hard? Because the gold rush behind it is enormous. There were 27 million software developers in 2023, heading to 45 million by 2030. And 62% of adults say they'd rather be their own boss.
Every one of those developer-founders faces the same tedious week of setup before their idea earns a single dollar. Marc removed the week and priced it at $249.
One shovel that replaces six cheap shovels you'd otherwise have to learn one by one. That's the whole trick.
And here's the remix Pat suggests: the same play is wide open for AI coding right now. Founders are drowning in Claude Code, Cursor, Lovable, MCPs, with a new tool dropping every week. Whoever bundles that mess into one "download this and start" package is building the ShipFast of the AI wave.
Faceless.video: $1M ARR from a no-code wrapper
Second shovel. Two founders built Faceless.video to $1M ARR in about a year.
The product automates faceless YouTube and TikTok channels end to end: generates the video, posts it, repeats daily. Creators skip the filming, the editing, and the hours of production.
Two things make this one worth studying.
How they validated the gold rush, for one. Pat's method is stupidly simple: type the trend into YouTube and vibe-check the numbers. A "start a faceless YouTube channel with AI" course is sitting at 1 million views. Even a video criticizing the trend pulled 7.1 million views.
When the backlash content gets 7 million views, the rush is real. Haters are a growth metric.
Then there's how they built it. No elite engineering team. They hacked it together on Bubble, a no-code platform, wrapped around AI APIs for the actual generation.
A $1M ARR business that is, bluntly, a wrapper. And the moat was never the tech anyway. The moat is being the obvious shovel store in a crowded gold field.
Pat's remix ideas: the same automation for AI-generated podcasts, or niching the generator down to one vertical (real estate content, cooking channels, sports commentary). If you want more prompts in that direction, I keep a running list of micro SaaS ideas that lean the same way.
Starter Story: don't sell the shovel, sell the map
The third business is Pat's own. Starter Story makes over $100,000 a month, and he's honest that it isn't a shovel. It's a map.
Instead of tools for the "start your own business" gold rush, he sells directions: 4,000+ case studies of regular people building profitable companies. The guy making $40K/month selling SaaS templates. The founder making $4K/month from book club question lists.
The timing part is the lesson. Pat started it in 2017 as a side project while he was chasing a "real" startup and trying to get into YC. Then 2020 hit, new business applications went vertical, and the map he'd been quietly drawing for three years was suddenly what millions of people wanted.
He admits it: part luck, part timing. But the move that made the luck usable was starting to document before the rush, so he was already standing there when the crowd arrived.
And once the map exists, you can keep selling new versions of it. Starter Story now stacks a case study database, a micro SaaS ideas database, an "idea remixer" tool, the Starter Story Build program (idea to shipped app in 12 days), and a new app called Moat for marketing. Five products, one map, one audience.
Watch what Pat covers on YouTube too. A few years ago the channel was full of agencies. Now it's AI apps. He's explicit about why: he only covers what's growing fastest right now. The map keeps redrawing itself, and that's the point.
That one hits home for me. The podcast is my map. Every week I sit with a bootstrapped founder doing $100K to $10M a year and get them to show exactly how they did it, so you're not panning random rivers.
How to spot your own gold rush this week
Pulling the playbook out of all three stories, here's what I'd actually do:
- → List the rushes you're already inside. AI coding, faceless content, AI agents. You can't spot shovels in a field you never visit.
- → Run the YouTube vibe check. Search the trend. Tutorial at 1M+ views? Angry takedown at 7M? Both are green lights.
- → Find the tedious week. Where do newcomers burn their first days on setup and glue work? ShipFast was born from exactly that pain.
- → Bundle, don't invent. Faceless.video is Bubble plus APIs. The value is in the packaging.
- → Charge from day one. A shovel nobody pays for is a stick. $249 one-time worked fine for Marc.
One more thing on maps, since I'm biased here. The best money I ever spent was $13,000 on a mastermind while I was doing $15K to $20K a month. Six months later I was at $75K a month. That was me paying for a map drawn by people further up the river. Same principle, buyer's side.
The rush itself can even be boring. Some of the best shovel businesses serve markets nobody tweets about, which is exactly why I wrote up these boring business ideas that make money.
And if the rush you pick dies? Shovels survive better than miners. The tool seller gets paid during the boom either way, and a good audience (Marc's, Pat's) carries you to the next one.
FAQ
What does "selling shovels in a gold rush" mean in business?
It means selling tools, infrastructure, or information to people chasing a booming opportunity instead of chasing it yourself. In the 1849 gold rush, merchants selling shovels and jeans got rich more reliably than miners. Modern examples: Nvidia selling chips to AI companies, ShipFast selling boilerplate to indie hackers, Faceless.video selling automation to content creators.
Do wrapper apps really make money?
Yes. Faceless.video reached $1M ARR in about a year as a Bubble app wrapped around AI APIs. Buyers pay for the outcome (a channel that posts daily without them filming), not the sophistication of the stack. Distribution and packaging beat technical depth in a hot market.
How do I find a gold rush before it gets crowded?
Search the trend on YouTube and TikTok and read the numbers. A tutorial with 1M+ views signals demand; loud criticism getting millions of views signals the trend is big enough to argue about. Then look for the tedious setup work every newcomer repeats. That friction is your product.
Do I need to be technical to build a shovel business?
No. Faceless.video was built on no-code. Starter Story is a content database. A boilerplate like ShipFast needs coding skill, but a course, a template pack, or a curated database can serve the same rush. Pick the format that matches what you can ship this month.
Steal the maps I collect every week
Every one of these businesses started with someone noticing what other founders struggle with, then packaging the fix.
That noticing is the entire reason the Profitable Founder Podcast exists. Each week a bootstrapped founder making $100K to $10M a year walks me through their playbook, with the real numbers behind it.
