What wasn't working.
The brand sold premium beauty and personal care products direct to consumers. They had built a strong online following — but 38% of their attempted deliveries failed. Customers in townships and peri-urban areas had unreliable address data. Couriers refused certain neighbourhoods. Cash-on-delivery created risk and fraud. Returns were a nightmare.
- 38% failed delivery rate — costing real revenue and customer trust
- Customer service overwhelmed with "where is my parcel" enquiries
- Major regions effectively un-serveable due to address and courier constraints
- Returns and refunds running at 4× industry benchmark