LabelSip
LabelSip is a mobile app (with an optional web dashboard) that helps people make smarter soda choices without pretending soda is “healthy.” You scan a barcode or label, and the app instantly summarizes sugar, caffeine, sweeteners, acids, and common additives, then compares it to your personal limits (e.g., max caffeine/day, max added sugar/day, sensitivity to aspartame). It also flags “hidden” issues like multiple sweeteners, high acidity (tooth risk proxy), and oversized servings. A simple log shows weekly trends and the real tradeoffs between regular, diet, and “zero” sodas. This is not a social network or a gimmicky “discover new sodas” app; it’s a practical decision tool for people who already drink soft drinks and want fewer regrets. Monetization is straightforward: freemium scanning + premium limits, insights, and family profiles.