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Junior Distribution
Revenue isn't profit: what Junior Distribution taught me about margins
When I started Junior Distribution, I thought I had found the perfect business. The idea was simple: buy products in bulk at wholesale prices, send them to Amazon, and let one of the largest marketplaces in the world do the selling. There was no product to invent, no factory to build, and no brand to create from scratch. If the numbers worked on one product, I figured, they would work on a hundred.
For a while, it looked like I was right. We distributed more than ten thousand products to customers across the United States, Mexico, and Canada. We built a logistics and supply chain network that let us move inventory quickly, and our sales numbers looked great. From the outside, Junior Distribution looked like a success story. From the inside, I was starting to see a problem.
The number that actually matters
Sales are the most visible number in any business, and that's exactly what makes them dangerous. A big sales figure feels like proof that you're winning. But sales only tell you how much money came in. They don't tell you how much was left over after you paid for the product, the shipping, the storage, the marketplace fees, and the hundred small costs that show up along the way.
In wholesale, those costs are relentless. Every product we sold came with a purchase price, freight to get it into Amazon's warehouses, Amazon's referral and fulfillment fees, storage charges, and the occasional return or damaged unit. Competition was intense, too. When several sellers offer the same product, prices drift down toward the lowest margin anyone will accept. On many products, what we kept was only a small slice of each sale.
A thin margin can still work if you have enough volume and very low overhead. For us, overhead was the catch. We were running almost everything ourselves, and as the business grew, we needed help: someone to manage inventory, handle shipments, and source new products. When I sat down and did the math, the profit left over from all those sales was not enough to pay an employee a fair wage. The business could grow its revenue, but it couldn't grow its team.
Making the call
At the same time, I was getting ready to leave for college. That made the decision clearer. A business that depends entirely on its founders' time, and can't afford to hire anyone else, isn't really a business that can scale. It's a job with a lot of inventory attached. I decided to shut Junior Distribution down rather than keep pouring time into something whose economics didn't add up.
It wasn't an easy call. Walking away from something that looks successful on paper feels wrong. But I'm convinced it was the right decision, and it taught me more than any class I had taken up to that point.
What I do differently now
The biggest lesson is that I look at unit economics before I look at anything else. Before I get excited about how much something could sell, I want to know how much each sale actually earns after every cost is counted, and whether that number is big enough to support a real team.
That lesson is a big reason I chose to minor in Accounting alongside my Entrepreneurship major. Classes like Managerial Accounting gave me the vocabulary and the tools for what I had learned the hard way: contribution margins, fixed versus variable costs, and break-even analysis. Now I can model a business before I build it, instead of discovering the problems after.
It also shapes my work today. At Harman Corp, part of my job is analyzing customer revenue and purchasing patterns to understand the long-term value of new accounts, not just the size of the first order. And at Artemin AI, the entire product is built around helping manufacturers lower what they pay for components, which is another way of saying we help them protect their margins.
Junior Distribution didn't end because people didn't want what we sold. It ended because the business didn't keep enough of each sale. I'll never make that mistake again, and every business I build from here starts with the numbers.