In the case of manual audits, sales is derived from stocks and purchases. As portrayed in Exhibit 28.9, retailer purchases move stock into the store, increasing the in-store stock; and consumer purchases move stock out, depleting the in-store stock. Consumer purchases are therefore equal to retailer purchases plus the difference between opening and closing stock (see example in Exhibit 28.10).
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Suite of interactive, online dashboards that seamlessly integrate retail and consumer data sources in a manner that makes it easier to glean insights.
Suite of dashboards to visualize/analyse retail scan data.