Shopify app
EmergingAutoFit AI ‑ Year Make Model
Stop costly returns & boost parts sales with exact YMM...
- Rating on Shopify
- 4.5(6)
- Reviews
- 6
- Developer
- Cartmade Limited
- Launched
- October 13, 2025
- Pricing
- From $19.99/month. Free trial available.
- Languages
- English
The facts
Every value below is read from the listing or computed by the published formula. Nothing is a verdict.
Bayesian rating
4.57
category median 4.58
Reviews in the last 180 days
1
from the 3 reviews on the listing page
1 and 2 star share
17%
1 of 6
Starting price
$19.99/month
band: $10 to $29 · 14-day trial
Pricing plans as listed on Shopify
All charges are billed in USD. Recurring and usage-based charges are billed every 30 days. See all pricing options
| Plan | Price | Billed yearly | Trial | Usage fee | Included |
|---|---|---|---|---|---|
| Starter | $19.99/month | $192/year | 14 days | none stated | Fitment Rows · Up to 2,000; Active Users: Up to 2,500 /mo; Unlimited Products & Collections; Search by Reg/VIN - $2 credit included; Fitment & Verify Fitment Widgets; Collection Product Grid; Attributed Revenue Tracking |
| Growth | $49.99/month | $480/year | 14 days | none stated | Fitment Rows · Up to 10,000; Active Users: Up to 7,500 /mo; Unlimited Products & Collections; Search by Reg/VIN - $5 credit included; Fitment, Verify, Table & Combo Widgets; Collection Product Grid; Analytics & Conversion Tracking |
| Pro | $99.99/month | $960/year | 14 days | none stated | Fitment Rows · Up to 25,000; Active Users: Up to 20,000 /mo; Unlimited Products & Collections; Search by Reg/VIN - $10 credit included; All Widgets: Fitment, Garage, Table +; Collection Product Grid; Analytics & Conversion Tracking; Priority Support |
| Elite | $149.99/month | $1440/year | 14 days | none stated | Fitment Rows: Up to 50K (+ on upgrade); Active Users: Up to 50,000 /mo; Unlimited Products & Collections; Search by Reg/VIN - $15 credit included; All Widgets: Fitment, Garage, Table +; Collection Product Grid; Analytics & Conversion Tracking; Priority Support |
Rating distribution
6 ratings on the listing when last refreshed.
- 5 stars5(83%)
- 4 stars0(0%)
- 3 stars0(0%)
- 2 stars0(0%)
- 1 star1(17%)
Latest reviews
The 3 most recent of 3 on-page reviews, quoted to at most 25 words each. Full reviews are on the Shopify listing.
5 starsAug 3, 2026Axess Online ShopMauritius20 days using the app
"Great plugin & hats off to the support team."
Developer replied. Read on Shopify
5 starsFeb 26, 2026Majestic Car Mats ®United States2 months using the app
"AutoFit AI has been a fantastic addition to our Shopify store. The Year/Make/Model filter works flawlessly and has made it significantly easier for our customers ..."
Developer replied. Read on Shopify
1 starNov 14, 2025Standard Diesel DirectUnited States7 days using the app
"Appears to be in beta testing. Continually having to contact support to address features that don't work. Each time I received a response that said ..."
Developer replied. Read on Shopify
Screenshots
5 of 7 listing screenshots, composed as review cards. Captions are the developer's own.
1 of 5: AutoFit AI - Year Make Model 
2 of 5: Fitment database editor for Year Make Model data 
3 of 5: Customize the look to match your store 
4 of 5: Analytics dashboard for the data driven conversion 
5 of 5: Experience Autofit AI In Action - Demo Store
Features Shopify lists for this app
Feature handles from the listing, grouped as Shopify groups them.
Search features
- Autocomplete
- Instant search
- AI search
- Synonym groups
- Product recommendations
- Multi-filter
- Personalized search
- Custom ranking
- Exclude results
Display customization
- Mobile responsive
- Custom CSS
- Custom styling
- Filter display
- Custom filters
- Search results page
- Sorting
Analytics
- Conversion tracking
- Custom dashboards
- Filter usage
- Behavior insights
- Search queries
Menu style
- Dropdown
- Floating button
- Icons
- Tabs
- Sidebar
- Bottom bar
Browsing
- Breadcrumbs
- Infinite scroll
- Scroll to top
Customization
- Color and font
- Custom icons
- Custom CSS
- JavaScript
- Mobile responsive
- Analytics
Works with
Third-party integrations link to their hub when 5 or more apps name them. Shopify's own surfaces are listed separately and never counted as integrations.
Shopify surfaces: Shopify Admin
Data access
As disclosed on the listing. Never scored.
View customer data
Device and activity data
- Device and activity data: Geolocation, IP address, browser and operating system
View staff and contributor data
Store owner, blog contributors
- Store owner: Name, email address, phone number, physical address
- Blog contributors: Email address, IP address, browser and operating system
View and edit store data
Customers, products, orders, Online Store, custom data
- View customers: Customer data
- Edit products: Products, collections
- View orders: All order history for the last 60 days
- View Online Store: Online Store pages, theme
- Edit custom data: Metaobject definitions, metaobjects
Developer
Cartmade Limited
- Apps in the dataset:
- 4
- Address:
- 5th Floor 167-169 Great Portland St, London, ENG, W1W 5PF, GB
- Website:
- cartmade.com
- Support email domain:
- cartmade.com
- English support:
- yes
- Resources:
- Privacy policy, FAQ, Tutorial, App Documentation, changelog, demo store
Similar apps
Shopify's own similar-apps list first, then apps in the same category that share the most feature handles.
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Findter Custom Filter & Search
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Convermax: Year Make Model
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SearchGro: Search & Filter
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From the Shopify listingDeveloper claims, shown verbatim and collapsed. 91 words.Show
- Year Make Model (YMM) filter & vehicle parts finder, shop by car in seconds
- VIN & registration (VRN) lookup for instant, accurate vehicle identification
- Fitment verification & compatibility tables on every product page
- AI chat assistant answers fitment & auto parts questions 24/7
- My Garage saves vehicles + bulk CSV fitment import for easy setup
Year Make Model filter for vehicle parts stores. Boost sales and cut returns with AI fitment search.
AutoFit AI is a complete vehicle parts finder and fitment filter for automotive, powersports & aftermarket stores. Stop costly returns and boost sales by letting shoppers search auto parts by Year Make Model (YMM), VIN lookup, or registration plate (VRN). Customers verify product compatibility before checkout using My Garage, fitment tables, and a 24/7 AI chat assistant that answers fitment questions instantly to reduce support tickets. Bulk-import fitment data via CSV. Installs in minutes.
Questions and comments
Questions people ask about AutoFit AI ‑ Year Make Model, answered from what this page shows. Entries marked Site editor are written by the EcomAppReviews editor. Reader comments appear after a person has read and approved them, usually within a day. E-mail addresses are never published.
Last updated Oct 23, 2026. Ratings and review counts are the values shown on each app's public listing. How the numbers are computed: methodology.
6 reviews counted on the listing. Rating and count in the structured data are the values Shopify displayed when the listing was last refreshed.