Reading Your Sales Data So It Actually Works For You
That inventory pile of colors and sizes that just won’t move no matter how much you discount? That’s data attached to your dollars, and it’s been trying to tell you something.
Too many apparel brands are sitting on more inventory than they should because the decisions going into each order are based more on instinct and preference than on what the numbers are actually showing. The good news is the information is usually already there. Sales history, what sold out fast, what got discounted to clear, what customers kept asking for after you ran out… that’s all data. The work is learning to read it with some intention.
Start With What’s Actually Selling
Pull your numbers from the last season or two and look at what moved. Not what you hoped would move or what you thought was your strongest piece. What actually sold, how fast it sold, and what’s still sitting somewhere in a box.
That breakdown alone will start to show you patterns:
- the styles that are consistent
- the one-season wonders
- the sizes you chronically over-order
- the colors you keep betting on that the market keeps passing on
Most brands studying the numbers for the first time are surprised to find
- the pieces they weren’t that excited about that quietly became some of their best movers;
- the pieces they loved that just never performed the way they expected.
Both of those are useful and should inform your next re-up.
Sizing Is Almost Never Even
One of the most common inventory issues comes from ordering an even split across the size run; equal units of everything, top to bottom. It feels fair and balanced. The reality is your customers don’t shop that way.
Look at your actual sales by size. There’s a pattern in there, and it’s specific to your brand and your customer base.
Once you can see which sizes move fastest vs the ones that consistently have units left over, you can start ordering to match what’s actually happening instead of what seems logical on paper.
Color Is Geography and Community
This is the one that trips a lot of brands up, and it makes complete sense once you think about it.
Color isn’t universal. What a customer in South Florida gravitates toward is different from what moves in the Midwest, and still different from what sells in the DMV.
Beyond region, community matters. If a significant portion of your customer base is, let’s say, Haitian or Jamaican, tied to a particular school or organization, or deeply connected to a local sports team, those color associations are real and they drive purchasing decisions consistently.
Navy, red, and white moves differently in some communities over others. Red, gold and green means something specific somewhere else. Orange and black, purple and gold, black and red – those aren’t just colors, they’re identity. And when your product speaks to that, it sells.
When you don’t account for those identities at all, you end up with beautiful colorways that sit in boxes taking up space while your customers are out there looking for something that represents them.
Study your customer base. Know where they’re from, what they’re connected to, what colors are woven into their community identity. Then let that inform your palette decisions alongside whatever you’re drawn to creatively.
Building a system to track and actually use your sales data is part of the foundation work we do in Smooth Ops: Blueprint+. When you’re ready to make more informed decisions with what you already have, book your Blueprint+ session here.
The Dead Stock Target: Under 5%
Every brand is going to have some inventory that doesn’t move. That’s just reality. The question is how much you’re tolerating.
The target to aim for is less than 5% of your inventory in true dead stock – the product that just isn’t selling. Not slow movers. Dead. If you’re sitting significantly above that, you have cash tied up in product that isn’t working, taking up space, potentially racking up storage fees, and doing nothing for your business.
Larger companies have more cushion to absorb overages. Small and mid-size brands don’t have that same buffer. Every unit of dead stock is a real dollar amount that came out of your budget and stopped moving. Getting that number down is one of the fastest ways to free up cash you didn’t realize you had.
Your Preferences Versus Your Market
The creative side of running an apparel brand means you have opinions. Probably strong ones about colorways, fits, and what looks right. That’s part of what makes a brand distinct and worth paying attention to.
Now, the market is going to do what it’s going to do regardless.
If a color keeps moving every time you bring it in – even when it’s not your favorite color – that’s your market telling you something: Supply it.
If something you love keeps sitting, look at the data before you order it again at the same volume. The market isn’t personal about it, it’s just telling you what it wants.
The brands that figure out how to hold their creative vision and honor their data at the same time are the ones that build something sustainable. One without the other is either a brand nobody shops with or a brand with no identity. Both matter, which is why you need to make sure the data has a seat at the table.
The Bottom Line
Your sales data is already working. It’s tracking what moves, what doesn’t, which sizes your customers actually buy, and which colors land in your specific market. Your job is to look at it regularly and let it shape your decisions on quantities, sizing, color, what to bring back and what to retire.
- Dead stock under 5%.
- Size runs based on your actual sales patterns.
- Color decisions informed by your community and your sales geography.
That’s the baseline and it’s fully within reach when you’re paying attention to the right numbers.
Smooth Ops: Blueprint+ gives you the strategy for building systems to track what matters and better informed decisions with what you already have. Get started today.
Smooth It Out
Pull your last two seasons of sales and write down the top three items that moved the fastest and the three that had the most units left over at the end. That list is the beginning of your data story, and it’s exactly what we start with in Smooth Ops: Blueprint+ to build better informed ordering decisions going forward.
