A distribution figure counts doors a product is listed in. It says nothing about how many facings it holds, where on the shelf, or how fast it moves — and a brand can add doors while losing facings in the ones it already had.
What does distribution actually count?
The share of retail outlets, usually weighted by store size, where the product is listed. It measures presence and it is a legitimate metric for what it measures.
It is silent on prominence. Listed in a store means the product can be bought there; it does not mean anyone will find it, and the two diverge without the distribution number moving.
Weighting is the part of the metric most often misread. An all-commodity-volume weighting means a listing in one large store can count for more than several small ones, so two brands with identical headline distribution can have entirely different physical footprints. The weighting is a reasonable convention and it makes the number harder to compare between brands than it looks.
| Distribution (doors) | Facings and velocity | |
|---|---|---|
| Measures | Where the product is listed | How prominent it is and how fast it moves |
| Direction of travel | Can rise while presence falls | Falls before a delisting |
| Who sees it | The brand | The distributor and category manager |
Why do facings matter more?
Because facings determine visibility and replenishment frequency. Two facings in a well-shopped door outsell one facing in three doors, and the facing count is what a category manager reviews at reset.
Facings also indicate the retailer's own view of the product, which is a forward-looking signal that distribution is not.
Facings also behave differently from distribution when a brand is under pressure. Losing a door is visible and gets escalated; losing a facing inside a door that is retained is invisible in the distribution number and frequently precedes the door loss by a cycle. The metric that would have given warning is the one nobody is reporting internally.
What does velocity tell you?
Rate of sale per point of distribution — how fast the product moves where it is listed. It is the metric category managers use to allocate space, which makes it the best available predictor of the next reset.
A brand with growing distribution and falling velocity is expanding into stores where it does not sell, and that pattern reliably precedes a delisting — the shelf equivalent of estate growth masking flat trading.
Velocity is also the metric a brand is least able to observe for itself. Without distributor or retailer data a brand knows what it shipped and, at best, what was scanned in aggregate, which is not the same as rate of sale per point of distribution. That gap is the practical reason a diligence has to reach the trade rather than the brand.
What happens at a category reset?
The retailer redraws the planogram, usually annually. Products below a velocity threshold lose facings or are delisted, and the decision is made on data the brand often does not see until afterward.
Because it is scheduled, the reset is knowable in advance to anyone in the trade, which is what makes distributor conversations valuable ahead of it.
The reset calendar is worth establishing early in a diligence for a timing reason. If a reset falls inside the hold period being underwritten, its outcome is a live risk rather than a historical pattern, and the people who will make the decision can usually describe the criteria before they apply them.
How do you verify it independently?
Ask distributors and category managers about facings and velocity, and check a sample of stores directly. Neither is sufficient alone: the trade view is broad and second-hand, the store check is precise and narrow.
Together they establish whether reported distribution reflects real presence, which is the question a diligence actually has.