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Build a Shopify AI Virtual Try-On App (Embedded App + Theme App Extension + Billing) Project Overview I need a Shopify app built from scratch that adds an “AI Virtual Try-On” experience to product pages. Merchants should install the app, add an app block to their theme, and customers should upload an image to generate a try-on result. Core Requirements (Must Have) Shopify App (Embedded in Admin) OAuth install flow Embedded app UI in Shopify Admin Admin page to configure settings (API key, optional toggles) Theme App Extension (App Block) App block that can be added to product pages via Theme Editor Renders a Try-On widget on storefront Try-On Flow Customer uploads their photo Use product image(s) from the current product (auto-pull) OR allow merchant to select which image to use Send customer photo + product image to an AI service (Replicate / Fal / RunPod / other—open to your recommendation) Display generated result image on the product page Basic error handling + loading state Storage / Logging Store minimal logs (job status, timestamps, product ID, store ID) Save generated image URL (or store in S3/R2) Billing (Needed for selling) Shopify Billing API subscription (monthly plan) with free trial App locks the try-on widget unless an active plan exists (or while trial is active) Compliance Basics GDPR/webhook handling: app/uninstalled cleanup Customer data deletion endpoint/process (Shopify requirements) Security best practices (no secrets in client) Tech Preferences Shopify CLI app Recommended stack: Remix (Node) + Polaris + App Bridge (You can propose an alternative if it’s Shopify best practice) Deploy on Render/Fly/Vercel/AWS (your suggestion) Deliverables Working code repo + installation instructions Deployed app environment + env var setup guide Clean handoff docs (how to run locally, deploy, update) Short Loom video walkthrough showing install → theme block → try-on works Acceptance Criteria I can install the app on a test store successfully I can add the app block to a product page without editing theme code Uploading an image generates a try-on result reliably Billing starts a subscription + trial works Uninstall cleans up properly Timeline MVP in 2–3 weeks (tell me your realistic estimate)Please provide examples of similar work done.
Project ID: 40186582
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82 freelancers are bidding on average $154 USD for this job

Hi there, I’m Ahmed from Eastvale, California — a Senior Full-Stack Engineer with over 15 years of experience building high-quality web and mobile applications. After reviewing your job posting, I’m confident that my background and skill set make me an excellent fit for your project — AI-Powered Virtual Try-On Plugin . I’ve successfully completed similar projects in the past, so you can expect reliable communication, clean and scalable code, and results delivered on time. I’m ready to get started right away and would love the opportunity to bring your vision to life. Looking forward to working with you. Best regards, Ahmed Hassan
$120 USD in 2 days
4.8
4.8

Hello, I can develop the AI-Powered Virtual Try-On Plugin for Shopify, meeting all your specified requirements. The app will have an embedded UI in Shopify Admin, an OAuth install flow, and a Theme App Extension for easy integration on product pages. Customers will upload photos, and the app will generate try-on results using AI services like Replicate or Fal. For billing, I'll implement Shopify's Billing API to manage subscriptions and free trials, ensuring the try-on widget only activates with an active plan. I'll focus on GDPR compliance and secure data handling, including customer data deletion processes. I'll use the recommended stack of Remix (Node) + Polaris + App Bridge, and suggest deploying on Vercel for seamless performance. You'll receive a comprehensive code repo, installation guide, and a Loom video walkthrough for easy understanding. Questions: • Do you have a preferred AI service for the try-on feature? • Is there a specific timeline for the MVP beyond the 2–3 weeks? Looking forward to bringing this innovative solution to life. Thanks and best regards, Faizan
$90 USD in 5 days
4.5
4.5

Hello! My name is Arshad I am a pro developer in AI Development, Shopify Development, API Integration, Node.js, AI Model Development, OAuth, Shopify Templates, Augmented Reality, AI Rendering and Web Application with the counting of 6 years experience. These whole years of experience have made me the most exceptional and demanding one. Among all the other expert developers, I genuinely express intensive skills every client wants. I have exceptionally solid problem solving power and my strategies of handling events are way more convincing. I can visually represent what my client wants in my works. So far, I am rated with five stars with my job. I do not compromise with my work and I do not dare to mess with my coworkers. I am honest and confident. I possess all the qualities you need for AI-Powered Virtual Try-On Plugin Above all, I hope you give a glimpse on my application and give a positive vibe towards. I would love to work with your company and make massive success together. I am looking forward to hearing a yes from you. Thank you..
$200 USD in 7 days
4.5
4.5

Hi, I am excited about the opportunity to develop your AI-Powered Virtual Try-On Plugin for Shopify. With over 7 years of experience in software development and a strong background in Shopify app creation, I am confident in my ability to deliver an innovative solution that meets your requirements. I specialize in API integrations and have previously successfully created embedded apps, ensuring seamless user experiences and efficient image processing workflows. I suggest using Remix with Node for the tech stack and deploying on Render for optimal stability and performance. I am prepared to start immediately and can deliver the MVP within the next 2-3 weeks. Best regards, Andrii
$200 USD in 1 day
4.0
4.0

Hello, I will build your Shopify embedded app with OAuth, an admin settings UI, a Theme App Extension product block, and a storefront try-on widget that sends a customer photo plus the chosen product image to an AI inference service and returns the generated result. I’ll implement Shopify Billing API subscription with a free trial, minimal logs (job status, timestamps, product/store ID), secure storage for generated images (S3 or R2), GDPR/uninstall webhooks, and a customer data deletion endpoint. Tech stack: Remix (Node) + Polaris + App Bridge via Shopify CLI; I recommend Replicate or RunPod for inference and Vercel or Render for deployment. To start I’ll scaffold the app, add OAuth and the Theme App Extension; I need a dev store or shop domain, Shopify API key/secret, your preferred AI provider credentials, and deployment preference. I estimate an MVP in 18 days with repo, deploy, docs and a short Loom walkthrough. Do you have a preferred AI inference provider (Replicate, RunPod, Fal) or should I recommend one based on cost, latency and licensing? Best regards,
$200 USD in 2 days
4.1
4.1

Hello, As a seasoned software engineer, I'm eager to help you turn your vision of an AI-powered virtual try-on plugin into a reality. With extensive experience in web development using React.js, Node.js, and Laravel, I'm confident in my ability to build a Shopify app from the ground up to meet all your core requirements. In particular, my expertise in REST and GraphQL APIs development will be invaluable in ensuring an efficient and seamless communication process between the customer uploaded photos, the selected product images, and the chosen AI service for generating the try-on result. Furthermore, having worked with AWS and GCP for deployment and scaling purposes, I'll be able to deploy the app on a platform that best fits your needs: Render/Fly/Vercel/AWS. My proficiency in artificial intelligence (AI) and machine learning (ML) is directly relevant to this project. With experience in computer vision and ready integration skills using Tensorflow, PyTorch, or scikit-learn frameworks which could be necessary for this project; I could provide you with an innovative solution that promises reliable try-on results. Lastly, my focus on clean and transparent communication ensures both smooth collaboration throughout the project timeline as well as delivering précised documentation at completion. Best Wishes,
$700 USD in 7 days
4.2
4.2

Hi there, I am a strong fit because I have built production Shopify apps with embedded admin UIs, theme app extensions, and subscription billing. I have hands-on experience delivering media-heavy Shopify apps that integrate external AI services, manage uploads, handle async jobs, and render results cleanly on storefronts. I work with the Shopify CLI, Remix on Node.js, Polaris, App Bridge, Shopify Billing API, and cloud storage like S3 or R2, following Shopify’s compliance rules. I reduce risk by keeping the try-on widget gated by billing state, isolating AI calls server-side, logging jobs minimally, and handling uninstall and data deletion correctly. I am available to start immediately and can deliver a solid MVP within the 2–3 week window with a full walkthrough and clean handoff. Regards Chirag
$140 USD in 7 days
4.0
4.0

Hello, I can build this Shopify AI Virtual Try-On app end to end using Shopify CLI, Remix (Node), Polaris, and App Bridge. I’ve built embedded Shopify apps with theme app extensions, OAuth, Billing API subscriptions, and AI integrations (Replicate/Fal). I’ll handle secure image processing, storage, billing locks, and GDPR compliance. MVP delivery in 2–3 weeks is realistic. I can start immediately and will share relevant Shopify + AI app examples upon request. Khuzema
$140 USD in 7 days
3.7
3.7

Hi there! I understand how challenging it can be to build a fully functional Shopify AI Try-On app from scratch. Without smooth integration and a reliable AI flow, merchants can struggle to offer an engaging experience to their customers. I have hands-on experience developing Shopify embedded apps with Theme App Extensions, OAuth install flows, and AI integrations. I’ve built apps that handle customer uploads, interact with AI services, manage secure storage, and implement Shopify Billing API subscriptions with trial periods. My work ensures smooth installation, reliable functionality, and clean admin configuration. My approach will be to develop your app using a recommended Shopify stack (Node + Remix + Polaris + App Bridge), implement a robust try-on flow with AI rendering, ensure GDPR-compliant data handling, and provide clear documentation with a Loom walkthrough. I’ll deliver a fully tested MVP ready for merchant use. Check our work https://www.freelancer.com/u/ayesha86664 Do you have a preferred AI service for the try-on rendering, or should I suggest the best option? Let me know if you’re interested & we can discuss it. Best Regards Ayesha
$100 USD in 3 days
3.4
3.4

Having worked as a Machine Learning Engineer for over 8 years, I feel confident that my expertise aligns closely with the highly specialised needs of your project. My background in developing machine learning models, particularly in the fields of NLP and computer vision, has prepared me perfectly for this task. With a strong focus on not just model accuracy but its reliability and speed, I'm well versed to optimize the AI system you have in mind and deliver a clean data pipeline that will provide consistent results. To complete the picture, I should add that complying with GDPR/webhook regulations and ensuring proper customer data deletion endpoint/process are second nature to me. My reputation stems from my commitment to clear communication, reliable engineering and work delivery of course but also comes from successful integrations of AI experiences into various platforms. Given the chance, I assure you my familiarity with similar projects will ensure timely completion of this project well within the given timeline of 2-3 weeks for MVP delivery.
$140 USD in 7 days
3.4
3.4

Hi There!!! ⚜⭐⭐⭐⭐⚜(( Project GOAL: build a Shopify AI virtual try-on app with embedded theme block and subscription billing ))⚜⭐⭐⭐⭐⚜ BRINGING AI TRY-ON TO SHOPIFY CAN TRANSFORM CUSTOMER EXPERIENCE. I HAVE DEVELOPED SIMILAR SHOPIFY APPS WITH AI IMAGE PROCESSING AND EMBEDDED ADMIN INTERFACES AND CAN SHARE EXAMPLES IN CHAT. You need an app where merchants install via OAuth, add a theme app block, and let customers upload images for AI-generated try-on results. Logging, storage, billing, GDPR compliance, and smooth install/uninstall are critical. My experience includes Node.js + Shopify Polaris/Remix apps, AI image pipelines (Replicate/RunPod), and secure subscription handling with Shopify Billing API. I focus on clean architecture, reliable uploads, and seamless merchant experience. Key features: 1. Embedded Shopify app with configurable admin UI 2. Theme block try-on widget for storefront 3. Subscription billing with free trial and GDPR-compliant cleanup I would be glad to discuss your requirements and demonstrate similar apps I have built. Warm Regards, Farhin B.
$110 USD in 10 days
3.8
3.8

Hello! I understand you're looking to build a robust Shopify app for an AI Virtual Try-On experience, ensuring a seamless process for both merchants and customers. Having successfully developed similar projects before, I can provide a well-structured solution that meets your needs. In my previous work, I created a Shopify app that integrated augmented reality features, which resulted in a significant boost in customer engagement and sales. ✅My Plan: - Initiate the Shopify app with an OAuth installation flow. - Develop an embedded app UI in Shopify Admin for easy use. - Create the app block that can be added via the Theme Editor. - Integrate with an AI service for processing customer images. - Ensure basic error handling and logging for smooth user interaction. - Implement subscription management through Shopify Billing API with a clean uninstall process. I'm curious about what specific AI services you prefer, and do you have any branding guidelines for the app design? Best regards, Hongqiang Chen
$190 USD in 2 days
3.0
3.0

Your AI Virtual Try-On app requires tight integration across Shopify's embedded app framework, theme extensions, and billing APIs—I've built similar Shopify apps with OAuth flows, App Bridge 4.x, and subscription billing using the GraphQL Admin API. My technical approach: I'll scaffold the embedded admin using Remix with Polaris components for the settings UI, create a theme app extension with a Liquid app block that renders a React-powered try-on widget, and integrate with Replicate's SDXL-based virtual try-on models (like IDM-VTON) for high-quality results. The backend will handle image uploads via presigned S3/R2 URLs, queue AI jobs with status polling, and enforce billing gates through Shopify's subscription APIs. I'll implement all compliance requirements including the mandatory webhooks for uninstall cleanup and customer data deletion. Ready to start immediately.
$30 USD in 1 day
3.3
3.3

I’ll build a production-ready Shopify AI Virtual Try-On app from scratch, following Shopify best practices end-to-end. The app will support OAuth install, embed cleanly inside the Shopify Admin using Polaris + App Bridge, and provide an admin settings panel for API keys and feature toggles. A Theme App Extension (App Block) will let merchants add the Try-On widget to product pages directly from the Theme Editor—no theme code edits required. The storefront flow will allow customers to upload an image, automatically pull the current product image (or merchant-selected image), send both to a reliable AI service (Replicate / Fal / RunPod), and render the generated result with proper loading and error handling. I’ll implement Shopify Billing API subscriptions with free trials, locking the widget when no active plan exists. Logs, generated image URLs, GDPR compliance, uninstall cleanup, and customer data deletion will be handled correctly. Stack: Remix (Node) + Shopify CLI, deployed on a scalable cloud setup. MVP delivery in 2–3 weeks is realistic. Best regards, Amaan Khan L. (CUBEMOONS PVT.)
$250 USD in 7 days
3.0
3.0

Hi sansitk, I am a Shopify developer who has built embedded apps, theme app extensions and billing flows. I can implement the try-on app using Remix (Node), Polaris and App Bridge, or another Shopify-approved stack you prefer. I have built similar image processing and Shopify apps. Please see my profile and portfolio for examples. I will add OAuth install, an admin settings page, a theme app block for product pages, customer image upload, image send to Replicate or RunPod, result display, minimal logging, image storage to S3/R2, GDPR hooks and subscription billing with trial. I will provide a working repo, deployment and env guides, uninstall cleanup and a short Loom walkthrough. Do you have a preferred AI provider or should I recommend one based on cost and latency? Best regards, Saad J.
$150 USD in 3 days
2.7
2.7

Hello, I understand your need for a sophisticated "AI Virtual Try-On" app that seamlessly integrates into Shopify. The goal is to enhance user experience and drive conversions by allowing customers to visualize products virtually, which is crucial for online retail. In my previous projects, I've developed similar applications, achieving a 30% increase in customer engagement and reducing returns by 15%. My experience with Shopify APIs, AI integrations, and UI development positions me well to deliver exceptional results for your project. ✅ My Plan: - Develop a Shopify Embedded App with a user-friendly OAuth flow. - Create an App Block for product pages allowing for intuitive integration. - Implement a photo upload system to generate real-time try-on results using AI services like Replicate or RunPod. - Set up billing through Shopify's Billing API, including a free trial and proper compliance measures for customer data. - Provide detailed documentation and a Loom video walkthrough for easy installation and setup. What specific AI service do you prefer for the try-on rendering? Best regards, Osama Khan
$250 USD in 2 days
2.4
2.4

Hello, I'm excited about the opportunity to build your Shopify AI Virtual Try-On app! I have extensive experience developing Shopify apps from scratch, and I can ensure a seamless integration with key features like embedded UI, Theme App Extension, and Shopify Billing API. Your requirements, including GDPR compliance, clean uninstall processes, and robust Try-On functionality, are clear and achievable within the proposed stack. Having delivered similar custom Shopify solutions, I am confident in providing a secure, scalable, and user-friendly app with documented deployment and handoff instructions. I can start immediately and deliver a high-quality product within your desired timeline. Let’s bring your vision to life!
$140 USD in 2 days
2.4
2.4

Hi there, We can assist you in developing a cutting-edge AI-Powered Virtual Try-On Plugin for your Shopify store. Our team at DexWolf Technologies has extensive experience in Shopify development and creating innovative solutions to enhance user experiences. For this project, we will build a custom Shopify app from scratch that seamlessly integrates an "AI Virtual Try-On" feature onto product pages. Customers will be able to upload their photo, which will then generate a realistic try-on result using AI technology. Our solution will include an easy-to-use admin interface for configuring settings, a theme app extension for adding the try-on widget to product pages, and secure billing integration for selling subscriptions. Our team is well-versed in Shopify CLI app development and utilizing technologies like Remix (Node) and Polaris to deliver high-quality results. We will ensure GDPR compliance, robust security measures, and a smooth deployment process on your preferred platform. Feel free to check out our profile at https://www.freelancer.com/u/dexwolftech999 for more information. Let's connect via chat to discuss your project requirements further and explore how we can bring your AI Virtual Try-On Plugin to life. Thanks, DEX
$150 USD in 7 days
2.5
2.5

Hello, thanks for posting this project. I've carefully reviewed your requirements for the Shopify AI Virtual Try-On App and am confident this is an excellent match for my skill set. I have extensive experience building Shopify embedded apps from scratch, including OAuth flows, robust admin dashboards, Theme App Extensions, and advanced storefront widgets using modern best practices. My approach always emphasizes security, compliance, and a smooth, intuitive merchant and customer experience. I am well-versed in AI integrations—including image processing pipelines leveraging Replicate, RunPod, and similar APIs—and am comfortable recommending reliable services based on your needs. I have shipped solutions involving custom user uploads, API orchestration, and secure storage (S3/R2), ensuring GDPR compliance and seamless clean-up routines. For billing, I have successfully implemented Shopify Billing API subscriptions with free trials, enforcing plan status both in the admin and on storefront app blocks. My experience with Shopify CLI, Remix, Polaris, App Bridge, and deploying on platforms like Vercel/AWS will ensure rapid, maintainable development. I can provide code samples and demos of similar embedded Shopify apps with theme extensions and custom media workflows on request. For the MVP, I estimate delivery within 2–3 weeks, aligning with your timeline and quality expectations. Looking forward to discussing your project in more detail. Warm regards, Vitalii
$140 USD in 1 day
2.2
2.2

⚠️You are not looking for a coder. You are looking for someone who can build this properly. That is exactly why your project stood out.⚠️ Your intention to embed an AI Virtual Try-On app within Shopify’s ecosystem reflects a commitment to seamless customer experience and scalable merchant control that aligns with thoughtful integration and robust architecture. At DigitaSyndicate, a UK-based digital systems agency, we build precision-engineered automation, modern web platforms, and AI-driven systems designed for performance and long-term scalability. Your emphasis on OAuth install flow, Theme App Extension compliance, and secure billing integration matches our expertise in secure, intuitive embedded apps with clean API orchestration and rigorous GDPR adherence. We recently delivered a custom Shopify app combining complex AI workflows with embedded admin controls, enabling effortless merchant and customer use at scale. Can you share your main priorities and timeline so I can map out the right execution plan for you? Casper M. Project Lead | DigitaSyndicate Precision-Built Digital Systems.
$200 USD in 14 days
2.4
2.4

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