--- source: marlvel.ai type: app_intelligence_section content_version: "v2" section_slug: "sentiment" section_label: "User Sentiment" section_anchor: "#user-sentiment" app_name: "INCI Beauty - Cosmetic scanner" bundle_id: "com.incibeauty" parent_report: "https://marlvel.ai/api/llm/apps/health-fitness/inci-beauty-cosmetic-scanner-1" canonical_url: "https://marlvel.ai/apps/inci-beauty-cosmetic-scanner-1#user-sentiment" report_date: "2026-08-07" license: CC-BY-NC-4.0 citation: "Marlvel.ai - INCI Beauty - Cosmetic scanner User Sentiment (section of intelligence report)" --- ## 🟢 User Sentiment (High Confidence: 66 of 66 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.74/5 - **Platform Split:** iOS 4.8/5 (1.2K ratings) | Android 4.7/5 (28.8K ratings) - **Overall Sentiment:** Excited ### Top Praises - **Ingredient scanning and color-coded safety ratings help users identify harmful chemicals in daily cosmetic products** - **The app functions as a reliable tool for making informed purchasing decisions regarding skincare and hair care** - **The scanner works immediately without requiring an account, lowering the barrier for new users to start** ### Top Complaints (Impact Areas) - **Login and account recovery failures via Google authentication prevent users from accessing their saved data**