Improving Secondary Sales Visibility and Dealer Engagement in a Fragmented Distribution Network
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View Case StudyHow a QR-based traceability and scan incentive system improved mechanic participation from 22% to 58% and raised secondary sales visibility from under 20% to 63%.
The automotive aftermarket presents a slightly different challenge compared to other industries. While dealers and distributors play a role, the actual influence over product selection often rests with mechanics and workshop owners, which makes engagement more behavior-driven and less structured.
The client was facing two primary challenges: low visibility into product movement beyond distributor level, and limited influence over mechanic-level product recommendation.
A 5-week assessment was conducted across 4 regions, including mechanic interviews (146 workshops) and distributor data analysis (last 9 months).
The solution focused on three layers:
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