What distribution out of Nagpur actually looks like
A city that serves a region, not a city
Nagpur is a distribution town by geography. It sits near the centre of the country with road and rail running in every direction, and a distributor based here is rarely serving only the city. The territory is Vidarbha and often more: Wardha, Amravati, Chandrapur, Bhandara, Gondia, Yavatmal and the towns and large villages between them. That single fact changes the sales model. A metro distributor thinks in beats measured in streets. A Nagpur distributor thinks in beats measured in highways and half day round trips.
Two markets in one business
Inside the city, the wholesale trade around Itwari and the market areas behaves like a metro market: dense, competitive, high frequency and short visits. Outside it, the district towns work on relationships, longer credit and less frequent coverage, and an executive may reach an outlet once a fortnight rather than twice a week. Running both on the same beat plan and judging both by the same productivity number is the most common mistake in the trade.