What CPG distribution is
CPG distribution is the path a product takes from the plant to the store shelf: who warehouses it, who breaks the pallet into store orders, and who drives the truck. When I was pulling Walmart Retail Link and KeHE Connect every Monday, half my week was reconciling two completely different answers to that question, because a Frito-Lay bag and a Annie's mac box reach the same Kroger by routes that share almost nothing.
There are two routes, and the one a product takes decides its cost structure, its replenishment cadence, and who you call when a store goes out of stock. Direct-store-delivery (DSD) means the brand's own route drivers deliver to each store. Warehouse-delivered means the product flows through a distributor like KeHE, UNFI, or C&S into the retailer's distribution center, then onto the retailer's own trucks. If you searched "dsd vs warehouse" because a replenishment number didn't line up, the route is almost always the reason.
DSD vs warehouse: the two routes to shelf
DSD is built for products that move fast and spoil or go stale: beverages, salty snacks, bread, beer. The brand keeps control of the shelf. A Coca-Cola or Frito-Lay driver merchandises the set, rotates stock, and pulls dates, which is why those shelves rarely look empty. That control is expensive. The brand runs the trucks, pays the drivers, and eats the logistics, so DSD only pencils out when velocity is high enough to fund a route.
Warehouse-delivered is the default for most of center store: shelf-stable grocery, supplements, frozen, and the long tail of natural and specialty SKUs. The brand ships pallets to a distributor, the distributor warehouses and breaks bulk into store-sized cases, and the retailer's own trucks finish the trip. The brand gives up shelf control and pays a distributor margin of roughly 20 to 30% in natural and specialty, but it skips the cost of owning a fleet.
| Dimension | DSD (direct-store-delivery) | Warehouse-delivered |
|---|---|---|
| Who delivers | Brand's own route drivers | Distributor + retailer DC |
| Typical categories | Beverage, snacks, bread, beer | Center store, frozen, supps |
| Who merchandises | Brand rep at shelf | Retailer store labor |
| Margin layer | None (brand eats logistics) | 20-30% distributor margin |
| Out-of-stock fix | Brand rep, next route stop | Retailer DC reorder cycle |
| Best when | High velocity, perishable | Broad reach, lower volume/store |
What each route actually costs
Run one SKU through both routes to see the trade. Take a $40M snack brand selling a case that costs $18.00 to land at the store. On DSD, the brand adds no distributor margin but carries its own route cost, call it 14% of delivered sales, plus the rep's merchandising time. On the warehouse route, the brand hands a distributor 25% margin off the sell-to-retailer price but pays no fleet.
| Line | DSD route | Warehouse route |
|---|---|---|
| Brand cost to land the case | $18.00 | $18.00 |
| Distributor margin | $0.00 | $6.00 (25%) |
| Brand's own route/logistics | $2.52 | $0.00 |
| Total cost to reach the shelf | $20.52 | $24.00 |
DSD looks cheaper per case here, and at this velocity it is. Flip the volume down to a slow regional brand doing a fraction of the turns, and the fixed cost of the route never gets amortized, so the warehouse number wins. That is the whole decision in one table: DSD trades a fixed cost (the route) for control, and warehouse trades a variable cost (the margin) for reach. Before you benchmark one brand's distribution cost against another, check they use the same route, or you are stacking a fixed structure next to a variable one and calling it a comparison.
Why route to market matters to a brand-side analyst
The route decides what your data even means. DSD brands can read store-level sell-through almost in real time because their own reps scan and report. Warehouse brands live a step removed: they see shipments into the distributor and then wait on syndicated POS to learn what actually sold. That lag is why a warehouse brand leans so hard on SPINS and Circana, and why its ACV-weighted distribution reads cleaner than its week-to-week velocity.
It also changes who owns a stockout. On DSD, an empty shelf is the brand's route problem. On the warehouse route, it could be the distributor short on inventory, the retailer's DC not reordering, or store labor not restocking the back room, and untangling which one is the analyst's job. Knowing what a CPG is and which route each SKU runs is the difference between a clean distribution report and a pile of numbers that quietly disagree.
Where Scout fits
Most of the route-to-shelf mess shows up as a gap between what you shipped and what SPINS says sold. Scout connects your SPINS or retailer POS data to the sell-in side, so when a warehouse-delivered SKU looks stalled you can see whether it is a velocity problem or a distributor-inventory problem. Scout measures and analyzes that gap. It does not run your trucks, file your EDI, or replace the distributor relationship.
The short version
- CPG distribution is the route a product takes from plant to shelf, and it comes in two flavors: direct-store-delivery (the brand drives) and warehouse-delivered (a distributor like KeHE or UNFI does).
- DSD trades a fixed route cost for shelf control and suits high-velocity, perishable categories. Warehouse trades a 20-30% distributor margin for reach and covers most of center store.
- The route decides your cost structure, your data lag, and who owns a stockout, so never compare two brands' distribution economics without checking they ship the same way.