Your personal AI nutritionist

We’ve all been there—standing in the grocery aisle, squinting at the fine print, trying to decode the nutrition facts and understand unfamiliar ingredients just to decide if a product is truly healthy. Shop or Drop makes it effortless to understand what you’re buying and helps you feel confident about your choices. The app uses AI to analyze food products and delivers clear, easy-to-read results so you can decide whether to shop or drop with confidence.

With Shop or Drop, you can finally see what’s really in your food—without giving up your privacy. Whether you scan a barcode, snap a photo of a label, upload an image, or simply say the product name, the app does all the analysis directly on your device. No data ever leaves your phone.

How it works
Open the app and tap Start Scanning. You can scan the product barcode for instant results by simply pointing your camera at the product’s label, take or upload a photo of a product or ingredient label, or use your voice to describe the product by name. Once you provide the input, Shop or Drop quickly analyzes the product and shows you whether to shop or drop. Each result is based on recognized scientific standards from trusted organizations like the FDA, USDA, and NIH.

What the app looks at
Shop or Drop reviews food products using science-based factors such as nutritional quality, ingredient safety, allergen detection, FODMAP sensitivity, health impact, diet compatibility, processing level, and micronutrient balance. Each product receives a score that helps determine your final recommendation—clear, simple, and personalized.

What makes Shop or Drop unique
Unlike other apps that stop working when a barcode isn’t recognized, Shop or Drop keeps going with Scan or Snap flexibility. You can still analyze any product by capturing its label, typing details, or describing it by voice. This ensures you always get an answer. Our AI-driven analysis also goes far beyond basic nutrition facts—it’s designed to think more like a nutritionist, evaluating your food through multiple lenses such as nutritional science, health impact, and ingredient transparency to help you make smarter, more informed decisions. And while other apps rely on cloud processing or sell your data, Shop or Drop keeps everything private, local, and secure right on your device.

Designed with your privacy in mind
Privacy is a core part of how Shop or Drop works. The app does not collect, store, or share your personal data. Camera access is used only for scanning barcodes or labels, microphone access is only for optional voice input, and photo access is only used when you upload an image for analysis. There’s no tracking, no ads, and no hidden analytics—your scans, preferences, and results stay completely private.

Personalized for you
Create a profile with your age, gender, height, weight, and goals to make your results more meaningful. Shop or Drop uses this information to estimate your calorie needs and tailor how it evaluates sugar, sodium, and other nutrients. You can also choose an analysis level that fits your lifestyle—from lenient to strict—depending on your health priorities.

Transparency in permissions
Shop or Drop only asks for the permissions it needs and explains each one clearly. Camera and photo access are only used when scanning products, and microphone access is only for optional voice input.

Disclaimer
Shop or Drop is designed to educate and inform, not replace professional medical or dietary advice. Always consult a qualified healthcare provider for personalized health recommendations.

Why Shop or Drop feels different
Shop or Drop keeps things simple. There’s no tracking, no ads, and no confusing reports—just clear, science-based guidance in seconds. It’s your AI-powered nutritionist that works anytime, anywhere, helping you make confident, healthy choices—privately and intelligently.