Distribution Metrics

Distribution metrics are the family of measures used to quantify how widely and effectively a product is available in retail — capturing the breadth, weight, and productivity of a product's presence in stores. They answer questions like 'in how many stores is this product carried?', 'how much sales potential does that distribution reach?', 'how much promotional support does it have?', and 'how well does it sell where it's distributed?'. Together, distribution metrics give a complete picture of a product's retail presence, which is foundational to consumer-goods marketing and sales, where getting and keeping good distribution is a primary driver of success.

The core distribution metrics include: numeric distribution (the percentage of stores carrying a product, each counted equally), ACV distribution or %ACV (the sales-weighted share of stores carrying it, by all-commodity volume), %ACV with merchandising (the share with active promotional support), total distribution or total points of distribution (the combined distribution across a brand's SKUs), and sales velocity metrics (how fast a product sells per point of distribution). Each captures a different dimension — store count, sales-weighted coverage, promotional reach, combined footprint, and productivity — and reading them together gives the full understanding of a product's distribution that no single metric provides.

Distribution metrics matter because retail distribution is a major driver of sales, and managing it well requires measuring its different dimensions, which no single metric captures. Numeric distribution gives store-count breadth but ignores store size; %ACV corrects that with sales weighting but doesn't show promotional support; %ACV with merchandising adds the promotional dimension; total distribution captures the brand's combined footprint; and velocity reveals how productively the product sells where it's distributed. A product could have wide distribution but poor velocity (available everywhere but selling slowly — a different problem than low distribution), or high velocity but limited distribution (selling well where available but not widely available — an expansion opportunity).

Reading distribution metrics together diagnoses a product's retail situation and directs action. Wide distribution with low velocity suggests a demand or merchandising problem (it's available but not selling — fix the product, price, or promotion, not the distribution). Limited distribution with high velocity suggests an expansion opportunity (it sells well where available — get it into more, especially high-ACV, stores). High %ACV but low %ACV-with-merchandising suggests under-activated distribution (available but not promoted). The full set of distribution metrics, read together, reveals whether a product's challenge is breadth, weight, activation, or productivity — each calling for different action, which is why distribution measurement uses a family of complementary metrics rather than one.

Using distribution metrics well means measuring and managing the full picture — store-count breadth (numeric), sales-weighted coverage (%ACV), promotional reach (%ACV with merchandising), combined footprint (total distribution), and productivity (velocity) — and reading them together to diagnose and act. It means prioritizing distribution gains by ACV weight, activating distribution with merchandising, watching velocity to ensure distribution is productive (not just wide), and using the metrics in combination to identify whether the opportunity is more distribution, better activation, or improved velocity. The metrics together direct retail effort toward the actual constraint on sales.

The failures are managing distribution by a single metric (usually store count or %ACV alone) and missing the other dimensions, mistaking wide distribution for sales success without checking velocity, and not reading the metrics together to diagnose the real situation. The discipline is to use the full family of distribution metrics in combination — breadth, weight, activation, footprint, and productivity — to understand and manage retail presence completely, recognizing that distribution is a primary sales driver whose effective management requires measuring its several dimensions, since each reveals a different aspect of where and how well a product is actually sold.

Distribution metrics — numeric, %ACV, merchandising, total distribution, and velocity — together quantify retail presence across breadth, weight, activation, and productivity, diagnosing the real constraint on sales.

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