Vehicle Search Intelligence for Magento 2

Overview

Vehicle Search Intelligence (VSI) enhances Magento product discovery by automatically understanding Year, Make and Model information from search queries and filtering compatible products.

Natural Language Vehicle Search & Vehicle-Aware Product Filtering

Vehicle Search Intelligence™ (VSI) is an intelligent vehicle search and product filtering solution designed for Magento 2 auto parts stores.

VSI helps customers find compatible products using natural vehicle searches such as “Get brake pads for my 2020 Honda Civic car” or “Need 2027 Benz G63 AMG floor mats” It recognizes Year, Make and Model information, understands supported vehicle aliases, and separates vehicle information from the actual product search.

Once a vehicle is identified, VSI keeps the vehicle active while the customer continues shopping. Search results and category browsing can automatically display products compatible with the selected vehicle, creating a seamless vehicle-aware shopping experience.

For merchants, VSI also simplifies vehicle fitment management through Fitment Intelligence™. Merchants maintain a canonical vehicle fitment definition for the product, while VSI helps derive and maintain the related vehicle attributes required for product discovery.

The result is a simpler experience on both sides of the store: customers spend less time trying to find the right part, while merchants reduce repetitive fitment-data maintenance.

Search intelligently. Browse by vehicle. Find compatible products faster. 

Business Value

Selling auto parts online presents a unique challenge: customers need more than a relevant product — they need the right product for their vehicle.

Traditional keyword search can make this difficult. Customers may use different vehicle-name formats, common aliases, or natural search phrases. They may also need to repeatedly select their vehicle as they move between search results and product categories.

Vehicle Search Intelligence™ helps create a more intelligent, vehicle-aware shopping experience.

Help Customers Find Compatible Products Faster

Customers can search naturally using Year, Make, Model and product keywords, for example:

“2020 Honda Civic brake pads”

VSI identifies the vehicle information and uses the remaining product keywords to help return compatible products.

Reduce Wrong-Part Purchases

Once a vehicle is selected or identified, VSI can maintain that vehicle context while the customer continues browsing.

Instead of repeatedly seeing products for many different vehicles, customers can browse search results and categories with products filtered for their selected vehicle.

This helps improve purchasing confidence and reduces the possibility of choosing an incompatible part.

Improve Product Discovery

Customers do not always search using exact catalog terminology.

Vehicle Search Intelligence™ can recognize supported vehicle aliases and natural vehicle search patterns, helping customers reach relevant products without relying entirely on traditional Year, Make and Model selection.

Reduce Repetitive Fitment Maintenance

Vehicle fitment information can become difficult to maintain as an automotive catalog grows.

With Fitment Intelligence™, merchants can maintain a canonical fitment definition while VSI helps keep the related vehicle attributes required for product discovery consistent.

Maintain Once. Search Everywhere.

This reduces repetitive catalog work and helps maintain consistent vehicle information across the shopping experience.

Create a Vehicle-Aware Shopping Journey

Vehicle selection does not have to end with the first search.

VSI keeps the selected vehicle available as customers continue searching and browsing compatible products, creating a more connected shopping journey with fewer interruptions.

The business value is straightforward: better product discovery, greater fitment confidence, less catalog maintenance, and a smoother path from vehicle search to purchase. 

Key Features

Vehicle Search Intelligence™ combines intelligent vehicle search, vehicle recognition and selection, vehicle-aware product filtering, and simplified fitment management to create a more effective shopping experience for automotive stores.

Natural Language Vehicle Search

Customers can search using familiar vehicle and product terms instead of relying only on traditional Year, Make and Model selectors.

For example:

“2020 Honda Civic brake pads”

VSI recognizes the vehicle information together with the product keywords and helps display products compatible with the identified vehicle.

This provides customers with a faster and more natural way to begin their product search.

Intelligent Year, Make and Model Recognition

Vehicle information does not need to be entered through separate fields.

VSI can recognize Year, Make and Model information contained within supported search phrases and identify the corresponding vehicle automatically.

For example:

“2026 BMW X3 oil filter”

VSI understands the vehicle as 2026 BMW X3 and uses the remaining product terms for product discovery.

Flexible Vehicle Search Formats

Customers do not always enter vehicle information in exactly the same order or format.

VSI supports natural variations in vehicle search phrases, allowing customers to search in ways that are more familiar to them.

For example:

“2020 Honda Civic brake pads”

“Honda Civic 2020 brake pads”

“brake pads for my Honda Civic 2020”

VSI can recognize the vehicle and product intent across these supported search variations, reducing dependence on one rigid search format.

Vehicle Alias Recognition

Real customers frequently use common names, abbreviations, and aliases rather than official vehicle manufacturer names.

VSI can recognize supported vehicle aliases and associate them with the corresponding vehicle make.

For example:

“2027 Benz G63 AMG brake pads”

can be recognized as a search for a 2027 Mercedes-Benz G63 AMG.

Supported vehicle aliases can include:

Benz → Mercedes-Benz

Chevy → Chevrolet

VW → Volkswagen

Bimmer → BMW

This helps the store better understand the terminology customers actually use when searching.

Intelligent Product Keyword Extraction

When a search contains both vehicle information and a product term, VSI distinguishes between the two.

For example:

“2020 Honda Civic brake pads”

contains:

Vehicle: 2020 Honda Civic Product Search: brake pads

The customer does not need to search for the vehicle first and then perform a separate product search.

VSI combines these steps into a more streamlined shopping experience.

Vehicle Recognition & Selection

When VSI recognizes a complete supported vehicle within the customer’s search, the vehicle can automatically become the active vehicle for the shopping session.

For example:

“2020 Honda Civic brake pads”

automatically establishes 2020 Honda Civic as the customer’s selected vehicle while continuing the search for brake pads.

This connects intelligent search with the vehicle-aware browsing experience that follows.

Vehicle-Aware Search Results

Once a vehicle is recognized and selected, VSI can combine the customer’s product search with vehicle compatibility.

Instead of showing every product matching the keyword, search results can focus on products compatible with the selected vehicle.

This helps customers answer two important questions at the same time:

Is this the type of product I am looking for?

and

Is it compatible with my vehicle?

Intelligent Vehicle-Only Search

Customers can also begin their shopping journey by entering a complete vehicle without specifying a product.

For example:

“2026 BMW X3”

VSI identifies and remembers the vehicle and can continue the shopping journey using the recognized vehicle information.

This provides a convenient starting point for customers who know their vehicle but have not yet decided which part or accessory they want to purchase.

Persistent Vehicle Selection

Once a vehicle is identified or selected, VSI keeps the vehicle active while the customer continues shopping.

The customer does not need to repeatedly enter the same Year, Make and Model information when moving between searches and product categories.

This creates a familiar My Garage-style vehicle context where the store remembers which vehicle the customer is currently shopping for.

The selected vehicle can be changed or cleared whenever required.

Vehicle-Aware Category Browsing

Vehicle intelligence continues beyond the search results page.

After selecting a vehicle, customers can browse supported product categories while VSI keeps the vehicle context active.

For example:

Search: 2020 Honda Civic brake pads Selected Vehicle: 2020 Honda Civic

The customer can then continue browsing other automotive categories while compatible products remain the focus.

This creates a continuous vehicle-aware shopping journey rather than treating every search or category visit as an isolated action.

Magento Native Search Fallback

Not every customer search contains complete Year, Make and Model information.

When VSI cannot identify a complete supported vehicle from the search phrase, normal Magento product search can continue to handle the query.

Examples may include searches such as:

“brake pads”

“BMW parts”

“Honda brake”

This allows VSI to enhance vehicle-specific searches without replacing the store’s normal Magento product search behavior.

Fitment Intelligence

Maintain Once. Search Everywhere.

Vehicle compatibility information can become increasingly difficult to maintain as an automotive catalog grows.

Fitment Intelligence™ simplifies this process by allowing merchants to maintain a canonical vehicle fitment definition for a product. VSI then helps derive and maintain the related vehicle information required for product discovery.

Instead of repeatedly maintaining the same vehicle information in multiple places, merchants can work from a consistent fitment definition.

This helps reduce repetitive catalog work and improves consistency across vehicle-related product data.

Automatic Vehicle Attribute Synchronization

When product fitment information is maintained, VSI can automatically synchronize the corresponding vehicle Make, Model and Year information used for product discovery.

This reduces the need for merchants to manually maintain the same fitment information across multiple vehicle attributes.

The result is a simpler product-management workflow with more consistent vehicle data.

Single-Year and Year-Range Fitment

VSI supports products that fit a single model year as well as products compatible across multiple years.

For example, merchants can define fitment such as:

Honda:Civic:2021

or:

Honda:Civic:2021-2024

This makes it practical to maintain products that are compatible with multiple model years without entering every year independently.

Multiple Vehicle Fitments Per Product

A single automotive product may fit multiple vehicles.

For example, the same product could be compatible with:

Honda:Civic:2020-2024

Honda:Accord:2021-2024

Toyota:Camry:2022-2024

VSI allows merchants to maintain multiple vehicle fitments for the same product, supporting products shared across different makes, models, and model years.

This is particularly useful for replacement parts, accessories, filters, brake components, and other products with broad vehicle compatibility.

Merchant-Friendly Fitment Handling

Automotive fitment data is not always entered with perfectly consistent capitalization or spacing.

VSI is designed to handle supported variations while maintaining consistent vehicle information for product discovery.

For example, common capitalization variations of the same vehicle information can still be associated with the corresponding canonical vehicle data.

This helps reduce unnecessary data-entry friction for catalog administrators.

Efficient Vehicle Fitment Matching

VSI prepares vehicle compatibility information for efficient product matching, helping the storefront identify compatible products without requiring customers to navigate complex fitment data manually.

This becomes increasingly valuable as the number of products and supported vehicles grows.

Vehicle Data Import and Updates

VSI provides a structured way to import and maintain supported vehicle information.

Vehicle data can be updated independently as additional makes, models, and model years become available, helping merchants keep their vehicle-search experience current as the automotive catalog evolves.

Vehicle Fitment Index Management

VSI provides a dedicated fitment indexing process for preparing product compatibility information used by vehicle-aware product filtering.

Merchants can rebuild the fitment information after significant vehicle fitment changes, providing a predictable maintenance process for keeping storefront vehicle matching up to date.

Configurable Search and Filtering

Merchants can control key VSI functionality from Magento Admin configuration.

Search Intelligence, search filtering, and category filtering can be managed according to the requirements of the store.

This provides flexibility for merchants who want to introduce vehicle-aware functionality gradually or tailor VSI around their existing automotive shopping experience.

Selected Vehicle Display

VSI can display the customer’s currently selected vehicle on the storefront, making it clear which vehicle is being used for compatible product filtering.

For example:

Vehicle: 2020 Honda Civic | Clear

Customers can easily see their current vehicle context and clear it when they want to shop for another vehicle.

Designed for the Magento Shopping Experience

VSI enhances the existing Magento search and catalog browsing experience rather than requiring customers to learn an entirely separate shopping workflow.

Customers can continue using familiar Magento search and category navigation while VSI adds vehicle recognition, selection, and compatibility awareness to the shopping experience. 

How the Extension Works

Vehicle Search Intelligence™ connects intelligent vehicle search with vehicle-aware product discovery, while Fitment Intelligence™ simplifies vehicle compatibility management for merchants.

Customer Shopping Flow

1. Search Naturally

Customers use the existing store search box and enter their vehicle together with the product they are looking for.

For example:

“2020 Honda Civic brake pads”

VSI works with the familiar Magento search experience, so customers do not need to learn a separate vehicle-search interface.

2. Vehicle Recognition & Selection

VSI recognizes the Year, Make and Model from the customer’s search and identifies the corresponding vehicle.

The recognized vehicle becomes the active vehicle for the shopping session.

Selected Vehicle: 2020 Honda Civic

VSI can also recognize supported aliases and common vehicle naming variations.

For example:

“2027 Benz G63 AMG brake pads”

can be recognized as:

2027 Mercedes-Benz G63 AMG

3. Compatible Search Results

VSI separates the vehicle information from the product search intent.

For:

“2020 Honda Civic brake pads”

VSI understands:

Vehicle: 2020 Honda Civic Product: brake pads

Search results can then focus on brake pad products compatible with the selected vehicle.

Customers get a more relevant result set without having to perform separate vehicle-selection and product-search steps.

4. Continue Shopping With the Selected Vehicle

The vehicle remains active as the customer continues shopping.

Customers can perform additional product searches without repeatedly entering their Year, Make and Model.

For example:

Selected Vehicle: 2020 Honda Civic

The customer can next search for:

Oil Filter

VSI keeps the selected vehicle context and helps display compatible oil filter products.

5. Browse Categories by Vehicle

Vehicle awareness also continues into category browsing.

With 2020 Honda Civic still selected, the customer can browse categories such as:

Brake Parts Filters Suspension Accessories

VSI can filter supported category product listings using the selected vehicle.

The result is a continuous vehicle-aware shopping journey from search to browsing.

6. Change or Clear the Vehicle

The currently selected vehicle is visible to the customer and can be cleared whenever required.

This makes it easy to finish shopping for one vehicle and begin shopping for another.

Merchant Fitment Workflow

1. Define Product Fitment

The merchant maintains the vehicle compatibility information for the product.

Fitment can cover individual vehicle years, year ranges, and multiple compatible vehicles.

For example:

Honda:Civic:2020-2024

A product can also contain multiple fitment definitions when it is compatible with several vehicles.

2. Fitment Intelligence™

Maintain Once. Search Everywhere.

Fitment Intelligence™ helps translate the merchant-maintained fitment information into the related vehicle data required for product discovery.

This reduces repetitive maintenance and helps keep Make, Model and Year information consistent.

3. Prepare Vehicle Fitment for Storefront Filtering

VSI provides a dedicated fitment indexing process that prepares product compatibility information for vehicle-aware storefront filtering.

Merchants can rebuild the fitment information when product vehicle compatibility is changed or updated.

4. Configure the Shopping Experience

VSI configuration options allow merchants to control how vehicle intelligence is used on the storefront.

Merchants can configure functionality such as:

Search Intelligence Search Filtering Category Filtering

This allows VSI to be tailored to the store’s existing automotive shopping experience.

5. Update Vehicle Data as Needed

Supported vehicle information can be imported and maintained as the store’s vehicle coverage evolves.

New vehicle makes, models, and model years can be incorporated into the supported vehicle data without changing the merchant’s overall VSI workflow.

Live Demo

Experience the Demo in action.

Frontend & Admin Demo: 

Vehicle Search Intelligence Demo

Support

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