--- source: marlvel.ai type: app_intelligence_section content_version: "v2" section_slug: "sentiment" section_label: "User Sentiment" section_anchor: "#user-sentiment" app_name: "Yuka - Food & Cosmetic Scanner" bundle_id: "io.yuka.android" parent_report: "https://marlvel.ai/api/llm/apps/health-fitness/yuka-food-cosmetic-scanner-1" canonical_url: "https://marlvel.ai/apps/yuka-food-cosmetic-scanner-1#user-sentiment" report_date: "2026-08-06" license: CC-BY-NC-4.0 citation: "Marlvel.ai - Yuka - Food & Cosmetic Scanner User Sentiment (section of intelligence report)" --- ## 🟢 User Sentiment (High Confidence: 50 of 50 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.76/5 - **Platform Split:** iOS 4.8/5 (97.3K ratings) | Android 4.7/5 (185.2K ratings) - **Overall Sentiment:** Excited ### Top Praises - **Ingredient scanning provides immediate health insights that guide users toward making better grocery shopping decisions** - **Suggested alternatives for low-rated products help users discover healthier options for their daily consumption habits** - **Transparency regarding product additives empowers users to identify hidden toxins in food and cosmetic items** ### Top Complaints (Impact Areas) - **Inconsistent scoring logic across similar products leads users to question the accuracy of the rating system**