PetNutritionMatch: Food Allergy Tracker
AI-powered app that identifies hidden allergens in pet food and matches safe alternatives based on your pet's allergy history and vet notes.
The Problem
Pet owners with allergic dogs/cats spend hours cross-referencing ingredient lists, vet reports, and pet food labels to find safe options. Most pet food apps don't track individual allergy triggers, and vets don't have standardized ways to share allergy data with owners. This leads to repeated trial-and-error, expensive vet visits, and prolonged pet suffering.
Target Audience
Dog and cat owners with pets diagnosed with food allergies (estimated 1-2% of pets, ~3M US households), plus vet clinics that want to give allergy guidance to clients.
Why Now?
Vision APIs (Claude, GPT-4V) make label OCR reliable and cheap; pet allergy cases are rising; vibe coders can now build multimodal apps without ML expertise.
What's Missing
Existing pet apps focus on general nutrition or breed info, not allergen detective work. Vets lack tools to share structured allergy data. No app connects vet allergy notes to real-time product matching.
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