---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "Ingredient Scanner & Safety"
bundle_id: "com.1source.app"
parent_report: "https://marlvel.ai/api/llm/apps/health-fitness/ingredient-scanner-safety"
canonical_url: "https://marlvel.ai/apps/ingredient-scanner-safety#user-sentiment"
report_date: "2026-08-12"
license: CC-BY-NC-4.0
citation: "Marlvel.ai - Ingredient Scanner & Safety User Sentiment (section of intelligence report)"
---

## 🔴 User Sentiment (Medium Confidence: 3 of 3 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 2.71/5
- **Platform Split:** iOS 2.7/5 (7 ratings)
- **Overall Sentiment:** Upset

### Top Complaints (Impact Areas)

- **Login authentication failures prevent new users from accessing the app interface during the initial setup**

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