The 8 Best Shopify Year Make Model (Fitment) Apps

Shopify is a leading platform for online stores, especially those in the auto sector—and finding the right Shopify fitment apps that cater to year, make, and model data is vital for businesses that want to streamline their operations.

These apps not only simplify the inventory process for auto parts suppliers, but also ensure compatibility for buyers, which can help reduce returns and increase sales. But with so many options available in the Shopify App Store, choosing the best fit can be daunting.

In this guide, we compare the top Shopify apps for managing year/make/model (YMM) fitment data—covering pricing, ratings, ease of import, customization options, and who each app is best for.

What Is Fitment Data?

Fitment data refers to detailed information regarding the year, make, and model (YMM) of a vehicle. This data can extend to include specifics about a vehicle’s submodel, trim, or engine specifications.

Essentially, it helps shoppers confirm compatibility between a product and a vehicle, ensuring that the parts or accessories they buy will fit as intended. In the aftermarket industry, fitment data is often exchanged in standardized formats like ACES and PIES (more on those in the FAQ below).

Adding this data to your Shopify website will give you significant advantages, including:

• A better shopper experience.
• Fewer returns.
• Better inventory management.
• A boost in sales.

Ready to start incorporating Shopify fitment data into your website? Try one of these eight Shopify fitment apps to streamline adding Shopify YMM data to your listings.

The Best Shopify Fitment Apps Compared

Here’s a quick side-by-side look at all eight apps before we dive into the full reviews:

Our Reviews of the 8 Best Fitment Apps for the Shopify Platform

Let's face it: the task of manually uploading a new listing for each year, make, and model on Shopify is almost impossible.

Luckily, there are solutions available.

Shopify fitment apps streamline this process by providing fitment integrations, along with features for importing and exporting data. Plus, most of them are incredibly easy to use—simply visit Shopify, then log in to install.

Here are eight of our favorite Shopify fitment apps, their features, and pros and cons: 

How we evaluated these apps: We re-verified every app against its live Shopify App Store listing (pricing, ratings, and feature claims), compared data-import options (CSV, API, ACES), weighed monthly cost against catalog-size limits, and read recent merchant reviews for support quality. We build a fitment app ourselves, so where we’re biased, we say so.

1. ConverMax — best for large catalogs and advanced fitment search

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Convermax is compatible with over 15 fitment data resources, ensuring that your customers always find parts that fit their vehicles.

This tool is designed to take the hassle out of managing your store's inventory and fitment data, allowing you to concentrate on what matters most—growing your business.

With Convermax, your website can gain access to a suite of advanced search functionalities, including YMM search, wheels and tires search, VIN search, and the ability to filter by keywords. Its newer releases add hybrid semantic search with AI re-ranking, plus a “My Garage” feature so returning customers can shop for their saved vehicles.

One of its standout features is its capability to work with fitment data in any format. Whether you're dealing with data from APIs, spreadsheets, or ACES files, Convermax's search engine can effortlessly pull and compile data from various sources.

Convermax holds a 5.0-star rating on the Shopify App Store. Pricing starts at $250 per month (up to 50,000 monthly visitors) and goes up to $850 per month, with a 30-day free trial and no setup fees.

Pros and cons of ConverMax:

2. Spark Fitment — best value year/make/model app

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Spark Fitment is a Shopify year/make/model app built by our team here at Spark Shipping—so yes, we’re biased, but we built it because so many auto parts sellers told us existing options were either too limited or too expensive. The pitch is simple: “Shoppers pick their vehicle. Your store shows what fits.”

Shoppers use a cascading Year → Make → Model (with optional Submodel/Engine) selector, and the storefront filters down to confirmed fits only. Their vehicle selection persists as they browse, so every collection and search stays filtered to their car.

Where Spark Fitment stands out is the data model: fitment can be mapped per variant, not just per product—essential when one listing covers multiple part configurations. Bulk CSV import validates row by row, a Universal Fit flag handles products that fit every vehicle, and the storefront widget is a lightweight ~9KB script that installs with one click in any Online Store 2.0 theme. It stays fast on catalogs of 20,000+ products.

Pricing is straightforward: a free plan covers up to 5,000 vehicle entries, the Growth plan is $50 per month for 20,000 entries, and the Pro plan is $100 per month for unlimited entries.

Pros and cons of Spark Fitment:

3. EasySearch — the most-reviewed YMM app on Shopify

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EasySearch (by NexusMedia) is the veteran of this list—it has been on the App Store since 2016 and boasts a 4.9 out of 5 star rating across 147 reviews. It carries Shopify’s “Built for Shopify” badge, works with the latest themes, and you can manage it directly in Shopify admin.

EasySearch’s biggest selling point is its low cost and the fact that it comes preloaded with a database of YMM data. Of course, if you don’t want to use their database, you can always import a CSV of your own. A “My Garage” feature lets returning shoppers save their vehicles, and the Premium tier adds fitment tables on product pages and universal product linking.

If you aren’t ready to commit, it offers a free 14-day trial. The Basic plan is $19 per month, with a Premium plan at $75 per month—a powerful, affordable fitment app that can streamline your store’s performance with a few clicks.

Pros and cons of EasySearch:

4. C: Year Make Model Search — best budget option

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The C: Year Make Model Search app (by Capacity Web Solutions) is a powerful and versatile tool designed to enhance the online shopping experience for both merchants and customers. It holds a 4.8-star rating across 93 reviews and has been around since 2017.

With its ability to manage complex databases and streamline the product search process, this app stands out as a valuable asset for Shopify store owners.

Whether you're selling vehicle and truck accessories, bike accessories, tires, boat accessories, or even printers and ink cartridges, the C: Year Make Model Search app can improve your store's functionality and customer satisfaction.

There is a free plan for development stores, and paid plans run from $10 per month (Basic) to $75 per month (Premium) for up to 1,500,000 YMM rows, with discounted annual billing available.

Pros and cons of C: Year Make Model Search:

5. PartFinder: Year Make Model — best for submodel-level filtering

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PartFinder: Year Make Model (formerly known as Automotive Part Search), developed by GoVedia, is a Shopify app designed to help car parts stores improve their website shopping experience. It currently holds a perfect 5.0-star rating on the App Store.

Beyond basic features like linking cars to products and filtering options, PartFinder supports submodel-level collection filtering and persistent vehicle selection, and lets you customize your website design and search bar—should you have some coding knowledge.

One of the best things about PartFinder is the "My Garage" feature. This lets your repeat customers save their car details on your site, making it faster for them to find parts the next time they shop.

It costs $49 per month, billed monthly. To get started, there's a 14-day free trial to test it out.

Pros and cons of PartFinder:

6. VFitz – The Vehicle Product Fit — cheapest entry point

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VFitz (by acuinsight) is a Shopify fitment app that gives sellers access to a readymade database for YMM and trim data. With VFitz, shoppers can use the toolbar to filter by product type to find what they need. It maintains a 4.9-star rating across its reviews.

This app allows you to completely customize the front end of your Shopify experience with options for font size, colors, and more. It also has templates available if you need extra help setting up your Shopify store.

VFitz has a 30-day free trial. Their subscription plans are recurring and usage-based, ranging from $0.97 per month up to $57.97 per month for the Platinum tier.

Pros and cons of VFitz:

7. AutoFit AI — best for VIN lookup and AI-assisted fitment

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AutoFit AI ‑ Year Make Model (by Cartmade) is the newest app on this list, launched in late 2025—and it takes a distinctly modern approach to fitment.

Alongside the standard YMM dropdowns, AutoFit AI adds VIN and registration (VRN) lookup, so shoppers can identify their exact vehicle without knowing its specs. Fitment compatibility tables appear on product pages, a “My Garage” feature saves customer vehicles, and an AI chat assistant answers fitment questions 24/7.

Pricing runs from $19.99 per month (Starter) up to $149.99 per month (Elite), all with a 14-day free trial and a 20% discount for annual billing.

A word of caution: because it’s so new, AutoFit AI has only a handful of reviews so far (3.6 stars across 3 reviews at the time of writing). It’s worth a trial for the VIN lookup alone—but test it thoroughly before committing.

Pros and cons of AutoFit AI:

8. azFitment — best for multichannel sellers

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azFitment makes fitment tools for Shopify as well as Amazon, eBay, and BigCommerce. If you sell through multiple eCommerce platforms, this service helps you keep everything in one place, with automated API connectivity for syncing fitment data to your Shopify store.

azFitment bills itself as a solution that customizes to each auto parts seller’s needs. This does mean you’ll have to contact them to get a quote. It may be more expensive than the other options, but if you want a high-end or bespoke setup, this could be the ideal solution for you.

In addition to its features, azFitment claims to give its users results like:

• A 20% boost to conversion rates.
• Spending 50% less time on managing information.
• Reducing return rates from 8% to 1.5%.
• Publishing new data 75% faster.

Pros and cons of azFitment:

Shopify Fitment App FAQs

What is fitment data?

Fitment data is the information that describes which vehicles a part or accessory fits—typically the year, make, and model (YMM), and often the submodel, engine, or trim. Online stores use it to let shoppers filter the catalog down to parts confirmed to fit their exact vehicle.

What are ACES and PIES?

ACES (Aftermarket Catalog Exchange Standard) and PIES (Product Information Exchange Standard) are the two data standards used across the North American automotive aftermarket. ACES describes vehicle fitment (which vehicles a part fits), while PIES describes the product itself (attributes, pricing, images). Apps like ConverMax can ingest ACES files directly. For a deeper dive into both standards, read our full ACES and PIES guide.

Does Shopify support year/make/model search natively?

No. Shopify has no built-in concept of vehicle fitment, and its default search and collection filters can’t express “fits a 2019 Ford F-150.” That’s why auto parts stores install a fitment app—each app in this list adds the YMM selector, fitment storage, and filtered browsing on top of Shopify.

How much do Shopify fitment apps cost?

Pricing spans a wide range. Entry-level apps start under $20 per month (VFitz from $0.97, C: Year Make Model Search from $10, EasySearch from $19), Spark Fitment has a free plan up to 5,000 vehicle entries, and enterprise-grade search platforms like ConverMax run $250–$850 per month.

How do fitment apps reduce returns?

Wrong-part orders are one of the biggest sources of returns for auto parts sellers. A fitment app makes the shopper declare their vehicle up front and only shows compatible parts, so mismatched purchases largely never happen. azFitment, for example, claims its merchants cut return rates from 8% to 1.5%.

Get Smarter Shopify Fitment with Spark Shipping

Navigating Shopify’s fitment apps can be challenging, especially when you want to operate a top-tier Shopify auto parts website. While many apps like the ones we’ve reviewed above are a good starting point, they often lack robust features and have issues such as:

• Problematic data formatting.
• Insufficient integrations.
• Outdated fitment catalogs.

These shortcomings not only disrupt your operations, but also diminish the shopping experience for your customers. That’s why we built Spark Fitment—and why Spark Shipping exists as a dynamic enhancement for the rest of your stack.

Spark Shipping isn't designed to replace your favorite fitment apps but to supercharge them, ensuring your website operates with unmatched efficiency.

Key features of Spark Shipping include:

• Ability to export fitment data in any required format.
• Listing and selling thousands of parts without manual SKU input.
• Full compatibility with all Shopify fitment data plugins.
• Synchronization with data from various vendors.
• Access to a friendly and expert technical support team.
• Capability to source the most cost-effective products from a range of distributors.
• Streamline the integration of comprehensive fitment data into your Shopify online store.

Explore our pricing plans and discover how easy it can be to refine your Shopify fitment data management.

By Charles Palleschi, founder of Spark Shipping—an eCommerce automation platform that connects auto parts retailers with hundreds of distributors and keeps their catalogs, inventory, and fitment data in sync.