Frequently Asked Questions

YMM (Year-Make-Model) Search allows customers to find vehicle-compatible parts by selecting Year, Make, and Model. It improves fitment accuracy, reduces incorrect purchases, and enhances customer experience.

Basic YMM:

• Standard Year-Make-Model filtering
• Manual vehicle selection
• No AI or OpenSearch integration

Advanced YMM:

• AI-powered filtering
• OpenSearch integration
• Faceted filtering (price, brand, part type)
• Landing pages with result grid

Magic AI Search combines Artificial Intelligence, Natural Language Processing (NLP), and OpenSearch to allow customers to search naturally — for example, typing "2011 Ford F-150 brake pads" instead of using dropdowns.

• Natural language search
• Typing vehicle directly (e.g., 2011 Ford F-150)
• Combined part type + YMM search
• Single part type search
• Smart auto-suggestions
• Typo correction
• Price-based filtering

Landing pages display result grids with faceted filters such as price, brand, vehicle, and part type. These are powered by OpenSearch for fast performance and SEO-friendly URLs.

Yes. With Magic Search, customers can type vehicle details or natural language queries without manually selecting YMM filters.

Yes. The My Garage functionality allows shoppers to save multiple vehicles to their profile for quick future searches.

Yes. It is designed for automotive, truck parts, agricultural equipment, marine, powersports, industrial, lawn & garden, and heavy-duty parts stores.

Yes. We provide ERP integration services to automate:

• Parts synchronization
• Pricing updates
• Inventory sync
• Order sync
• Shipping updates

We connect your ERP with Shopify to automate product creation, updates, pricing changes, inventory management, order processing, and shipment tracking.

Yes. We support large automotive catalogs, fitment data imports, variant-heavy products, and mass product creation.

OpenSearch is included in Advanced YMM and Magic Search versions. It powers fast indexing, faceted filtering, and scalable performance.

Yes. We handle theme integration, custom YMM UI design, landing page customization, and search interface enhancements.

It improves product discovery, reduces wrong-fit purchases, lowers return rates, and enhances search engagement for high-SKU automotive stores.

Yes. It is designed for high-SKU, variant-heavy, fitment-based automotive catalogs requiring scalable and intelligent search solutions.

We offer Faceted Search paired with a unique Side-Bar Filter that displays 2D/3D diagrams. This visual aid helps customers identify the exact sub-component they need within a complex assembly, while the AI Chatbot remains available 24/7 to answer technical fitment questions in real-time.

Yes. Using Boost and Bury logic, you can prioritize high-margin brands or overstocked items (Boost) while pushing older models or discontinued parts to the bottom of the list (Bury), all without affecting the accuracy of the fitment results.