--- title: "MechanicML: Identify Car Parts - Reviews, Revenue and Downloads in United States | Apple App Store" description: "MechanicML — Identify Car Parts With Your Phone Camera MechanicML uses advanced vision models and real-time data to instantly identify car parts from a single photo. No more guessing part numbers, di" --- # MechanicML: Identify Car Parts — United States > Identify car parts by photo ![MechanicML App Icon](https://is1-ssl.mzstatic.com/image/thumb/Purple221/v4/b7/04/94/b7049498-cfdc-82f1-2017-1a35fe2ca0cb/AppIcon-0-0-1x_U007epad-0-1-85-220.png/434x0w.png) **Developer:** [Unknown](https://apptail.io/developer/unknown-guvLpb) **Category:** Utilities **Rating:** 5.0/5 (4 ratings) **Price:** Free **Bundle ID:** com.mechanicml.app **Store:** Apple App Store **Country:** United States **Version:** 1.0.4 (released 2026-08-20) **Original Release:** 2025-09-22 **Languages:** English **App Store Link:** [Download on Apple App Store](https://apps.apple.com/us/app/app/id6752443699) **AppTail Page:** [https://apptail.io/app/mechanicml-identify-car-parts-mPby/united-states](https://apptail.io/app/mechanicml-identify-car-parts-mPby/united-states) ## MechanicML Description MechanicML — Identify Car Parts With Your Phone Camera MechanicML uses advanced vision models and real-time data to instantly identify car parts from a single photo. No more guessing part numbers, digging through catalogs, or ordering the wrong part. Just snap, identify, and compare. How it Works 1. Scan or enter your VIN for precise fitment (recommended) 2. Take a clear photo of the part you need 3. Get instant AI identification with part numbers, description, and manufacturer 4. Compare prices across trusted retailers in seconds Key Features • Instant Part Recognition: Snap a photo and get an accurate match powered by computer vision • VIN Integration: Scan your vehicle VIN for make, model, and trim specific fitment • AI Verified Listings: View exact matches and compatible alternatives across multiple suppliers • Price Comparison: Instantly compare pricing and availability to get the best deal • Shareable Results: Send identified parts to mechanics, sellers, buyers, or friends • Location Based Availability (Coming Soon): Check which stores near you have the part in stock Perfect For • DIY mechanics and car enthusiasts • Professional mechanics and body shops • Fleet managers and maintenance teams • Anyone who needs fast, accurate part identification Why MechanicML? Finding the right part should not be a guessing game. MechanicML identifies the part, finds trusted matches, and compares prices so you can fix faster and buy smarter. No expertise required. Just take a photo and let the AI do the rest. ## MechanicML Screenshots - [Screenshot 1](https://is1-ssl.mzstatic.com/image/thumb/PurpleSource221/v4/40/d2/f3/40d2f3cb-8f7d-fd0a-24d0-66e8414c873d/AppStore_ScanScreen.jpg/1242x2688.png) - [Screenshot 2](https://is1-ssl.mzstatic.com/image/thumb/PurpleSource211/v4/60/55/42/60554263-32b3-f114-b6c6-eb20ff1e7fe3/AppStore_VinScreen.png/1242x2688.png) - [Screenshot 3](https://is1-ssl.mzstatic.com/image/thumb/PurpleSource211/v4/a8/31/91/a831912d-157a-cab2-30b1-ffac775c1c2d/AppStore_ListingsScreen.png/1242x2688.png) - [Screenshot 4](https://is1-ssl.mzstatic.com/image/thumb/PurpleSource211/v4/5d/35/5e/5d355e74-8db3-c998-0e0c-8c80b3f1a75e/AppStore_SaveListings.png/1242x2688.png) - [Screenshot 5](https://is1-ssl.mzstatic.com/image/thumb/PurpleSource211/v4/a9/95/58/a99558da-9780-aa60-1bbf-d05eccbeb1bc/AppStore_IdentifiedPart.png/1242x2688.png) ## MechanicML Rating Breakdown in United States - 5 stars: 4 (100%) - 4 stars: 0 (0%) - 3 stars: 0 (0%) - 2 stars: 0 (0%) - 1 stars: 0 (0%) ## MechanicML Reviews in United States ### ***** "AMAZING!" This app has been great and solved many issues i’ve had. -- Muckjack, 2025-10-22 ### ***** "Works great" I had a cracked piece of plastic on a sensor, I downloaded mechanic AI snapped a pic and boom it told me it was my Mass Air Flow Sensor. App works amazing! -- Beee5898, 2025-09-25 [View all MechanicML reviews and detailed analytics on AppTail](https://app.apptail.io/signup?utm_campaign=ai-crawl&utm_content=reviews) ## Apps Similar to MechanicML - [iCarScan](https://apptail.io/app/icarscan-LMgc/united-states) - [vPro](https://apptail.io/app/vpro-RUUc/united-states) - [Brookhaven Connect](https://apptail.io/app/brookhaven-connect-EsFd/united-states) - [MyPlace VIN Scanner](https://apptail.io/app/myplace-vin-scanner-jUAe/united-states) - [Pupau.ai](https://apptail.io/app/pupauai-Hkpp/united-states) - [CarSavvy: Maintenance & Repair](https://apptail.io/app/carsavvy-maintenance-repair-GKhr/united-states) - [PartSnap](https://apptail.io/app/partsnap-alMu/united-states) - [Part Identifier Plus](https://apptail.io/app/part-identifier-plus-Pjsv/united-states) - [Tool Identifier - Finder & ID](https://apptail.io/app/tool-identifier-finder-id-nWjw/united-states) - [Gear Snap Car Parts AI Scanner](https://apptail.io/app/gear-snap-car-parts-ai-scanner-bnnx/united-states) ## MechanicML Available In - [United States](https://apptail.io/app/mechanicml-identify-car-parts-mPby/united-states) - [Canada](https://apptail.io/app/mechanicml-identify-car-parts-mPby/canada) --- ## About AppTail [AppTail](https://apptail.io) is a mobile app intelligence platform providing app analytics, ASO (App Store Optimization) tools, keyword tracking, competitor analysis, revenue estimates, and review monitoring for iOS App Store apps. Track your app's performance, discover ranking keywords, monitor competitors, and analyze market trends. - [Search Apps](https://apptail.io) - [Top Charts](https://apptail.io/top-iphone-apps) - [Sign Up for Full Access](https://app.apptail.io/signup?utm_campaign=ai-crawl&utm_content=footer) *Data provided by [AppTail](https://apptail.io) - Mobile App Intelligence Platform*