Canadian durable CPG brands are failing at retail not because they lack data or shopper insights, but because they can't consistently translate those insights into precise shelf execution. In a market where purchase cycles are long, switching costs are high, and the shopper journey is non-linear, the shelf itself is the critical decision system and winning there requires a disciplined, structured approach to merchandising strategy.