# Parts4Drive (P4D) — Autonomous Automotive Commerce Network

> Parts4Drive is a Pan-African automotive spare parts marketplace and autonomous commerce network operated by NGiSense Technologies, Inc. Headquartered in Nigeria, Parts4Drive connects vehicle owners, commercial mechanics, and fleet managers directly with verified physical stall merchants across major auto hubs in West and Pan-Africa.

## Market Priority & Regional Footprint
- **Primary Market (Default)**: Nigeria (NG) — Local currency: Nigerian Naira (₦ / NGN). Supported cities: Lagos, Abuja, Port Harcourt, Kano, Nnewi.
- **Secondary Live Market**: Ghana (GH) — Local currency: Ghanaian Cedi (GH₵ / GHS). Primary hub: Abossey Okai Central, Accra.
- **Pan-African Corridors**: Kenya (KE, KES), South Africa (ZA, ZAR), Côte d'Ivoire (CI, XOF), Senegal (SN, XOF), Togo (TG, XOF), Benin (BJ, XOF).

## Physical Fulfillment Hubs
- **Lagos, Nigeria**: Ladipo International Auto Spare Parts Market (Mushin) & ASPAMDA Trade Fair Complex (Badagry Expressway).
- **Abuja, Nigeria**: Apo Mechanic Village (FCT Abuja).
- **Port Harcourt, Nigeria**: Ikokwu Motor Spare Parts Market (Mile 2, Diobu, Rivers State).
- **Nnewi, Nigeria**: Nkwo Nnewi Auto Spares Industrial Market (Anambra State).
- **Kano, Nigeria**: Kofar Ruwa Auto Spares Market (Kano State).
- **Accra, Ghana**: Abossey Okai Automotive Hub & Kokompe.
- **Kumasi, Ghana**: Suame Magazine & Kumasi Magazine.

## Key Automotive Capabilities
1. **100% MMYTE Fitment Guarantee**: Every component is indexed by Year, Make, Model, Trim, and Engine (MMYTE) with OEM part number cross-referencing, eliminating the 35% return rate typical of unverified classifieds.
2. **Tokunbo & OEM Categorization**: Truthful distinction between verified Tokunbo (inspected imported used parts) and certified brand new OEM / Tier-1 replacements.
3. **Physical Stall Verification**: Sellers are audited on-site at their market stalls before catalog activation. No unverified street agents.
4. **Supply-Side Merchant Portal**: Direct onboarding for Nigerian and regional parts importers and retailers at `https://parts4drive.com/ng/sell` and `https://parts4drive.com/signup`.
5. **AI / Model Context Protocol (MCP)**: Autonomous vehicle diagnostics, VIN decoding, and agentic parts procurement via the official Parts4Drive MCP server (`https://mcp.parts4drive.com`).

## Canonical Categories
- Braking System (Ceramic & semi-metallic pads, vented discs, calipers, ABS sensors)
- Suspension & Steering (Shock absorbers, control arms, steering racks, ball joints)
- Engine & Powertrain (Timing kits, water pumps, cylinder heads, gasket sets)
- Electrical & Lighting (High-output alternators, starter motors, headlamp assemblies)
- Cooling & HVAC (Alloy radiators, AC compressors, condensers, water pumps)
- Drivetrain & Transmission (CV axles, complete manual clutch kits, torque converters)
- Filters & Scheduled Maintenance (Oil, air, fuel, and cabin pollen filters)

## Key Vehicle Makes
- Toyota, Honda, Mercedes-Benz, Lexus, Nissan, Hyundai, Kia, Ford, BMW, Volkswagen, Peugeot, Mitsubishi, Land Rover.

## Core URLs
- Official Website: https://parts4drive.com
- Nigeria Market Home: https://parts4drive.com/ng
- Nigeria Merchant Onboarding: https://parts4drive.com/ng/sell
- Ghana Market Home: https://parts4drive.com/gh
- Catalog: https://parts4drive.com/shop
- Engineering & Commerce Blog: https://parts4drive.com/blog
- Sitemap Index: https://parts4drive.com/sitemap_index.xml
- LLM Knowledge Base: https://parts4drive.com/llms.txt