Collection Efficiency

Collection efficiency measures how well a distribution operation converts credit sales into actual cash inflows. The standard formula is: (amount collected in a period / total amount due in that period) x 100. A collection efficiency of 92% means that for every Rs 100 that was due, Rs 92 was actually received on time. Top-performing FMCG distributors in India target 90%+ collection efficiency month-on-month.

Collection efficiency is the connective tissue between sales and finance. High secondary sales mean nothing if collections lag — the distributor ends up funding retailer inventory from his own pocket. In dairy distribution, where the brand's payment cycle to the distributor is just 3-7 days, collection efficiency below 85% can push a distributor into a cash flow crisis within weeks.

A modern sales analytics dashboard tracks collection efficiency by DSR, by beat, by retailer class, and by week. This granularity reveals patterns — for instance, a particular beat may consistently show low collections because the salesperson avoids the awkward conversation. Brands increasingly tie DSR incentives to collection targets alongside billing targets.