Data Strategy

Channel Strategy: Modern Trade, Traditional Trade, and E-Commerce

Most mid-size consumer brands in the Americas sell through three fundamentally different machines at once: modern trade (chains with buyers and planograms), traditional trade (independents served by distributors), and e-commerce. Treating them as one market with three invoices is how margin quietly disappears — each channel needs its own math and its own playbook.

Modern Trade: The Data-Rich Negotiation

Chains give you scale and scan data, and charge for both — slotting, promo participation, margin requirements. The game is analytical: shelf productivity arguments, launch survival, category reviews won with velocity math. Execution is centralized: win the planogram, then police compliance.

Traditional Trade: The Distribution Game

Independents run on presence and relationships — no planogram to win, just thousands of small decisions made at the counter. The levers are distributor data, route coverage, and pack sizes priced for the channel's cash rhythm. Numeric distribution is the scoreboard: in traditional trade, being there is most of the battle, which makes void-hunting the core analytical exercise.

E-Commerce: The Margin Trap With Perfect Data

Whether marketplace or retailer online, e-comm gives complete data and takes it back in fees, fulfillment costs, and pack economics — shipping one unit of a grocery-priced item rarely works, which is why the e-comm pack often needs to be its own architecture rung (bundles, multipacks). Watch price spillover: the online price is visible to every buyer in every channel, and it becomes the reference whether you like it or not.

The Portfolio View

Once a quarter, one table: revenue, real margin after channel costs, and growth by channel. Most brands discover their effort allocation matches their history, not their economics — field time lavished where habit put it, while the channel with the best contribution starves. Channel strategy is mostly the discipline of moving effort toward that table's answer.

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