---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "Checkit AI - Allergen Scanner"
bundle_id: "com.ecosapiens.ecolink"
parent_report: "https://marlvel.ai/api/llm/apps/health-fitness/checkit-ai-allergen-scanner"
canonical_url: "https://marlvel.ai/apps/checkit-ai-allergen-scanner#user-sentiment"
report_date: "2026-08-11"
license: CC-BY-NC-4.0
citation: "Marlvel.ai - Checkit AI - Allergen Scanner User Sentiment (section of intelligence report)"
---

## 🟡 User Sentiment (Medium Confidence: 27 of 27 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 4.64/5
- **Platform Split:** iOS 4.6/5 (271 ratings)
- **Overall Sentiment:** Mixed

### Top Praises
- **Spatial camera scanning allows users to identify food allergens without manually scanning individual product barcodes**
- **Personalized dietary filtering helps users with specific health goals and allergies navigate grocery aisles efficiently**

### Top Complaints (Impact Areas)

- **Inaccurate product data leads to incorrect allergen warnings that could pose safety risks to users**

<!-- /section:sentiment -->
<!-- section:swot -->