Economists had expected wholesale sales to hold steady, according to Thomson Reuters.
The drop in sales came as four subsectors, which together represented 65 per cent of wholesale sales, moved lower.
Excluding the motor vehicle and parts subsector, wholesale sales fell 0.6 per cent.
Wholesale sales were down 1.0 per cent in volume terms.
Sales were down in six provinces with Ontario and Alberta contributing the most to the decline.