The verdict in three sentences
In auto parts, the real product is not the part: it is the certainty that it will fit. A fitment engine by OEM reference and by model/year cuts the error rate from 15 % to 2 %, and divides returns by three. Pair that with same-day delivery to the garage and you turn a stressful order into a purchase built on trust.
OEM reference search vs vehicle search
Two mechanics do not search the same way. The professional knows the OEM reference stamped on the part; the private owner only knows their make, model and year. A serious shop must serve both.
| Search method | Target audience | Error rate | Speed | Return rate |
|---|---|---|---|---|
| Direct OEM reference | Garages, pros | 1 % | Very fast | 3 % |
| Model / year / engine | Private owners | 2-3 % | Medium | 6 % |
| Free-text search | Beginners | 12-15 % | Slow | 14 % |
The lesson is clear: the more you guide the buyer toward a structured selection (make, model, year, engine), the fewer mistakes they make. The free-text search box is a trap: it generates most of the returns.
Key figures for the 2026 model
| Metric | 2026 value (order of magnitude) |
|---|---|
| Catalogue size | 40,000 references |
| Target fitment error rate | 2 % |
| Average basket | 65,000 FCFA |
| Part return rate | 6 % |
| Garage delivery time (same city) | Same day |
| Share paid on delivery | 45 % |
| Share paid via mobile money | 40 % |
| Average net margin | 28 % |
Cash on delivery still dominates for expensive parts: the garage wants to check the part before paying. But mobile money is growing for repeat orders from partner garages, who value ordering remotely and paying in one tap.
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Mini case study
David runs an auto parts shop in Nairobi. Before structuring his catalogue, he suffered 15 % fitment errors: on 400 monthly orders at 65,000 FCFA, that meant 60 returns, logistics costs and furious customers. In 2026 he deploys a model-based fitment engine and pro accounts for garages. The error rate drops to 2 % — 8 returns instead of 60. Savings on returns and re-deliveries: about 1,200,000 FCFA a month, on top of the reputation regained with garages.
FAQ
Do I need to stock 40,000 references? No. Physically stock the 15 % of fast-moving items (filters, pads, belts) and offer the rest as supplier orders within 48-72 h. The catalogue lists 40,000 references; real stock covers a fraction.
How do I guarantee fitment? Structure each listing by make, model, year and engine, and link equivalent OEM references. Good setup keeps error under 2 % and divides returns by three.
Is cash on delivery essential? For expensive parts, yes: it reassures. But also offer mobile money to retain garages that order in volume and want simplicity.
How do I handle part returns? Set a clear policy: unfitted part, in its packaging, within 7 days. A 6 % return rate is healthy in this sector; above that, it is a fitment problem to fix.
How do I serve both pros and private buyers? Create pro accounts with tiered pricing and order history, while keeping a simple guided journey for private buyers. Garages can represent 60 % of revenue.
Let's talk about your project. We build your auto parts store with a fitment engine, garage accounts and same-day delivery. WhatsApp +221 77 596 93 33.
Mohamed Bah
Fondateur, Kolonell
Passionate about digital and entrepreneurship in Africa, Mohamed has been helping Sénégalese businesses with their digital transformation since 2020. Founder of Kolonell, he believes every SME deserves a professional and accessible online présence.
