Your Velocity Number Means Three Different Things

Units per store per week. Sales per point of distribution. Dollars per million ACV. All three are called velocity, all three are in daily use, and they can point in opposite directions for the same brand in the same quarter. Your board hears one number.

The quarter closed up twenty-two percent and the room is pleased. Someone puts the number on a slide with an arrow on it. Then a buyer at your second-largest account tells your sales lead the brand is underperforming the category and they are looking hard at the set in the next line review.

Both statements are true. They are describing the same twelve weeks. And whichever one you repeat in your next board meeting will shape what the company does for the following two quarters.

This is not a data-quality problem, and it will not be fixed by better dashboards. It is a definition problem, and it is old, and almost nobody in a CPG company will name it out loud because everyone assumes everyone else means what they mean.

Three measures, three questions

Velocity, in the broadest sense, means the rate a product sells where it is available. The disagreement is about the denominator, and the denominator is the whole argument.

Units per store per week divides units sold by stores selling and by weeks. It gives you a figure a buyer can hold without a calculator — this item moves about six units a week in an average store — and it is the natural unit for replenishment and for the question every line review actually asks, which is whether an item earns its facing. Its weakness is that it treats every store as equivalent. A unit sold in a large supercenter counts the same as a unit sold in a small natural grocer.

Sales per point of distribution divides sales by the percentage of distribution achieved. It is built to answer a different question: is the brand getting more productive as it expands, or just bigger?

Dollars per million ACV normalizes by the store's all-commodity volume — its total sales — so that performance is weighted by how much traffic a location actually has. It exists precisely to remove the distortion that units per store per week leaves in.

Each is correct. Each answers a real question. None of them is the velocity number, and any deck that presents a single figure labeled "velocity" has quietly made a choice on your behalf.

The arithmetic is not subtle once you see it. Add stores faster than each store's rate of sale holds up, and the total climbs while the per-store figure sinks. Total sales is the number that makes a growth story. Per-store rate of sale is the number a buyer uses to decide whether you keep the space.

Which means a brand can post its best quarter and lose a listing in the same month, and everyone involved can be reading their own report correctly.

The retailer is not using your number

Worth being blunt about this, because it is the part that costs money.

The buyer is not evaluating your growth. They are evaluating the productivity of a piece of shelf, and the unit that governs that decision is closer to margin dollars per shelf foot per week than to anything on your dashboard. Every linear foot has an expected return. If your item is not clearing the threshold for its space, it gets replaced by one that does, and your total-sales growth is not an argument the buyer is obliged to care about.

So rising distribution with softening rate of sale is not a mixed result. It is a leading indicator of delistings, arriving one or two line reviews ahead of the delistings themselves. It is the single most reliable early warning available to a CPG marketing leader, and it is invisible to anyone reading total sales.

Row five is not a criticism of boards. It is a description of what happens when nobody supplies anything better.

And nobody owns it

Here is the organizational half, and it follows from the measurement half rather than standing on its own.

Sales owns the retailer relationship, which means they own the conversation where velocity decides something. Marketing owns awareness, trial, and the demand that produces velocity in the first place. Finance owns the P&L, where velocity shows up only after it has already turned into revenue or its absence. Category management, if the company has it, owns the syndicated data and usually reports into sales.

So the number that determines whether you keep your shelf, what your next round is worth, and how long your tenure runs sits in the space between four functions, and belongs to none of them. Each team reports the version that flatters its own work, and each is being honest, because each is using a legitimate definition.

An unowned number is an unmanaged number. It will still be attributed to you.

What to do about it in your first quarter

Two moves, and the first is nearly free.

Pick the definition and write it down. One measure becomes the company's velocity number — units per store per week is the usual right answer for a growth-stage brand, because it is what the buyer is using and the buyer holds the decision that matters most. The others stay available and stay labeled. Anyone presenting velocity says which one they mean. That is a fifteen-minute decision that removes a recurring, expensive ambiguity.

Then claim it or name its owner, in writing. Not a dashboard, not a working group — one person accountable for the trend, reporting it the same way every month, in the same units, with distribution shown alongside so the two can never again be read apart. If that person should be you, say so early, while it still looks like leadership rather than like a land grab. If it should be sales, say that too, and make sure the reporting reaches you unfiltered.

The claim under both moves is the one worth carrying out of this piece. You are accountable for a number you do not control, defined three ways, computed differently by the party who decides your shelf. You cannot fix all of that in a quarter. You can make it visible, which is the part that has to happen before anything else can.