CPG Terms Explained, a series by Cyril Ovely

Cyril Ovely, Co-Founder and CTO, Vxceed  ·  August 2026

What Is DSD (Direct Store Delivery)? When Manufacturers Skip the Warehouse and Go Straight to the Shelf

Direct Store Delivery is a distribution model where manufacturers deliver products directly to individual retail stores using their own trucks and drivers, bypassing distribution centers, wholesalers, and third party logistics providers entirely.

The short answer

In a DSD model, the manufacturer owns the entire last mile. Their trucks leave the depot each morning, follow a set route, and deliver directly to each store's back door, often with the driver helping to stock shelves, rotate product, and set up displays. It is the most hands-on distribution model in CPG, and it is how categories like bread, snacks, beverages, and dairy maintain fresh, well-merchandised shelves across thousands of stores.

DSD gives manufacturers maximum control over execution, but at a higher cost per case than warehouse delivery or distributor models. The trade-off is deliberate: brands accept higher logistics costs because the shelf level outcomes justify the investment.

Why it matters in CPG

DSD exists because some products cannot afford to sit in a warehouse. Bread goes stale. Chips lose crunch. Carbonated drinks lose fizz. These categories need frequent, small deliveries and someone who cares about how the product looks on the shelf, not just whether it arrived.

The DSD value proposition:

• Freshness: Daily or near daily deliveries keep products within their optimal shelf life window
• Execution control: The driver or merchandiser sets the planogram, rotates stock, removes damaged goods, and builds displays, all in one visit
• Retailer relationships: The DSD driver is often the manufacturer's most frequent human touchpoint with the store. They know the store manager, understand the local shopper, and can react to issues in real time
• Speed to market: New products can be placed directly by the DSD team, with no waiting for warehouse to store flow

The cost trade-off: DSD typically costs 8 to 15% of net sales in logistics, compared to 3 to 5% for warehouse delivery. That is why it is reserved for categories where the execution premium justifies the expense.

How it works in practice

A day in the life of a DSD route:

5:30 AM  Driver arrives at the depot. The load has been staged overnight based on the next day's orders and historical sell through data. The driver reviews the route plan: 42 stores, optimized for drive time and delivery sequence.

6:15 AM  First store. Driver unloads pre-sold orders from the truck, walks the product to the shelf, checks existing stock, pulls expired items, rotates older product to the front, and fills facings according to the planogram. Takes a photo of the shelf for the brand's execution dashboard.

6:45 AM  Second store. The store manager mentions a competitor launched a new flavor. Driver notes it in the SFA app and flags it for the sales rep's next visit.

9:30 AM  Mid route. The dynamic routing system detects that Store #18 had a delivery cancellation. The system recalculates the route, inserting a replacement store 0.8 miles away. Driver gets the updated route on their handheld.

12:00 PM  Route complete. 42 stores serviced, 380 cases delivered, 6 shelf audits captured. The driver's handheld has synced all data: orders taken, deliveries confirmed, out of stocks flagged, competitor activity logged.

What makes this work at scale:

• Route optimization software minimizes drive time while respecting delivery windows and store priorities
• Van load planning uses AI to determine the optimal load sequence so the driver accesses each store's products first, with no digging through the truck
• Pre-sell vs. van sales some DSD routes are pre-sold (orders taken by a rep the day before); others are van sales (driver takes the order on the spot)
• SFA integration every stop generates data: delivery confirmation, shelf compliance, OOS alerts, competitor intelligence

Key metrics & related concepts

• Call Cycle: how often each store is visited (daily, 3x per week, weekly)
• Cost to Serve: total DSD cost per case delivered, broken down by route and by store
• OTIF (On Time In Full): delivery accuracy and completeness
• Route Optimization: the process of designing efficient delivery sequences
• Van Load Planning: determining what products and quantities to load for each route
• Store Execution: what happens at the shelf during the DSD visit

Common mistakes & misconceptions

Mistake #1: "DSD means we don't need a sales team."
DSD drivers handle execution, not negotiation. Pricing, promotions, range reviews, and joint business plans still require a dedicated sales team. The DSD driver is the brand's feet on the street, not its voice at the negotiating table.

Mistake #2: Running the same route for years without re-optimization.
Stores open, close, change volume, and shift their ordering patterns. A route designed two years ago may have 20% excess drive time compared to today's optimal. Re-run route optimization quarterly, or when store count changes by more than 10%.

Mistake #3: Ignoring driver turnover.
DSD driving is physically demanding work. Driver turnover rates of 40 to 60% annually are common in the industry. Every departure means lost store relationships, training costs, and execution quality dips. Invest in driver retention because it directly impacts store level performance.

Mistake #4: Measuring DSD success only on delivery metrics.
Delivery OTIF matters, but the real value of DSD is at the shelf. If deliveries are perfect but on shelf availability is still 85%, the DSD model is not delivering its full value. Measure shelf level outcomes: OOS rate, share of shelf, planogram compliance.

Regional variations

Global: DSD is used worldwide, but its prevalence and structure vary significantly by market:

• US: DSD is dominant in snacks (Frito-Lay, Mondelez), beverages (Coca-Cola, PepsiCo), and bread (Bimbo, Flowers). The US DSD model is highly sophisticated, with advanced route optimization and SFA technology. Often called "direct to store" or "store level delivery."
• India: DSD is less common in the traditional sense. The equivalent is the van sales model used by distributors to service kirana stores, but it is typically distributor operated, not manufacturer operated. Companies like ITC and HUL run large van sales networks through their distributor partners.
• NZ/AU: DSD is used by major beverage companies (Coca-Cola Europacific Partners (CCEP)) and snack manufacturers. The smaller market geography means routes are shorter, but per-store costs can be higher due to lower store density outside major cities.
• UK: DSD exists but is less prevalent than in the US. The concentration of retail in large supermarket chains means warehouse delivery is more efficient for most categories. DSD is mainly used for fresh bread, milk, and some impulse categories.

How leading CPG teams use DSD

Leading DSD operations use AI powered van load planning to ensure drivers can access each store's products without rearranging the truck. Dynamic routing adapts to traffic, store closures, and priority changes in real time. Field execution apps capture shelf level data at every stop, turning each delivery into an intelligence gathering opportunity. The result: DSD teams that do not just deliver product, but actively drive sales at the shelf.