| Packaged foods and beverages | Wide distributor appointments in a state, but repeat billing concentrated in a few hundred outlets and new SKUs stuck in godowns. | Outlet universe mapping, redrawn beats with call frequencies by outlet class, a must-sell list per beat and incentives on new outlets billed. | More outlets buy in a month and launches reach the counter within their window rather than after it. |
| Building materials and hardware | Distributors serve large counters well and ignore smaller ones, while contractors are influenced by whoever calls on the shop most often. | Beat redesign that reaches the smaller counters, a call routine built around range and application, and joint calls with your area manager. | Coverage widens beyond the top counters and your range gets asked for by name at the smaller ones. |
| Agri-inputs and rural distribution | Season-driven demand, long travel between dealers and field staff who are hired at the start of a season and lost at the end. | Journey cycles built for travel time, a short induction that works within a season, and an earning structure that holds people across seasons. | The season starts with trained people on the ground instead of the first fortnight lost to hiring. |
| Electricals and consumer durables | Distributor salespeople take orders on running models and never open a conversation about the newer, higher-value range. | A call routine with a focus-line step, product training at the counter and an incentive head weighted towards the newer range. | The average bill carries more lines and the higher-value range gets a genuine hearing at the shop. |
| Industrial consumables and spares | A technical range sold by distributor staff who can quote a price but cannot answer a specification question from a buyer. | Application-led training, an objection sheet built from real questions, and joint calls with your technical people until the routine holds. | Buyers get an answer during the call instead of a promise to check, and orders stop stalling on basic queries. |
| Pharma and medical supplies distribution | Wide chemist coverage on paper, with the actual route decided by convenience and the same outlets serviced repeatedly. | A mapped outlet universe with frequency norms, a daily reporting format and a weekly scorecard reviewed by your area manager. | Coverage becomes visible and unworked outlets can be corrected within the week they are missed. |
| Auto parts and aftermarket | Van sales and counter sales run side by side with no clarity on who calls where, so mechanics and retailers get conflicting attention. | Role definition between van and beat salespeople, separate journey cycles, and targets that stop the two roles competing for the same bill. | Both routes work their own outlets, and the distributor's cost per call stops rising against flat sales. |
| Paints, chemicals and coatings | Dealer counters are visited regularly but the applicators and contractors who decide the brand are never met by anyone. | A beat that includes influencer calls, a routine for that conversation, and reporting that counts those calls separately. | Pull at the counter is built by the same field force, without adding a second team to fund. |