--- source: marlvel.ai type: app_intelligence_section content_version: "v2" section_slug: "sentiment" section_label: "User Sentiment" section_anchor: "#user-sentiment" app_name: "Read the Labels - Food Scanner" bundle_id: "ReadTheLabelScanner" parent_report: "https://marlvel.ai/api/llm/apps/food-drink/readthelabelscanner" canonical_url: "https://marlvel.ai/apps/readthelabelscanner#user-sentiment" license: CC-BY-NC-4.0 citation: "Marlvel.ai — Read the Labels - Food Scanner User Sentiment (section of intelligence report)" --- ## 🟢 User Sentiment (High Confidence: 49 of 49 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.59/5 - **Platform Split:** iOS 4.6/5 (239 ratings) | Android 4.6/5 (332 ratings) - **Overall Sentiment:** Excited ### Top Praises - **Barcode scanning functionality provides immediate clarity on ingredient quality during grocery shopping trips** - **Ingredient breakdown feature educates users on why specific items are classified as clean or unclean** - **User-driven database expansion allows community members to submit photos for missing product entries** ### Top Complaints (Impact Areas) - **Application instability and frequent crashes during launch disrupt the core grocery shopping experience** - **Inaccurate product data and misclassification of ingredients undermine user trust in the scanner results** - **Subscription pricing model feels excessive compared to free alternatives offering similar functionality** ### Top Requests (What Users Want) - **Integration of shopping recommendations and healthy meal recipes to extend the utility of the app**