--- 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: "yuca.scanner" parent_report: "https://marlvel.ai/api/llm/apps/health-fitness/yuka-food-cosmetic-scanner" canonical_url: "https://marlvel.ai/apps/yuka-food-cosmetic-scanner#user-sentiment" license: CC-BY-NC-4.0 citation: "Marlvel.ai — Yuka - Food & Cosmetic Scanner User Sentiment (section of intelligence report)" --- ## 🟢 User Sentiment (High Confidence: 100 of 228 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.76/5 - **Platform Split:** iOS 4.8/5 (91.8K ratings) | Android 4.7/5 (179.8K ratings) - **Overall Sentiment:** Excited ### Top Praises - **Barcode scanning functionality provides immediate health insights for grocery shoppers in real time** - **Ingredient breakdown and health scoring help users identify hidden toxins in common household products** - **Alternative product recommendations assist users in making healthier purchasing decisions during their shopping trips** ### Top Complaints (Impact Areas) - **Mandatory account creation requirements frustrate users who prefer immediate access without personal data sharing** - **Inconsistent scoring logic between similar products leads to user distrust in the rating system** - **Limited product database coverage for specific regions or niche items causes search frustration** ### Top Requests (What Users Want) - **Dark mode interface requested to improve usability for users with light sensitivity issues** - **Customizable filtering options for nutritional stats to align with individual dietary goals** - **Expanded database coverage for non-food categories like pet products**