PantryProof

PantryProof is a mobile AI app that helps Whole30 followers quickly decide whether a product is compliant, questionable, or a hard no—without memorizing ingredient rules. You scan a barcode or label photo in-store, and the app highlights problematic ingredients (e.g., added sugars, carrageenan, soy, sulfites) and explains why they matter in plain language. It also offers “safe swap” suggestions based on what’s available at your store and your personal avoid-list (e.g., eggs, nuts). The reality: most people fail Whole30 because shopping is confusing and time-consuming, not because they can’t cook. PantryProof focuses on the highest-friction moment—standing in an aisle with 30 seconds to decide. It won’t pretend perfection; it will clearly label edge cases and link to the exact rule rationale so users can make informed calls.