---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "CertiEye"
bundle_id: "com.infotoo.certieye"
parent_report: "https://marlvel.ai/api/llm/apps/lifestyle/certieye"
canonical_url: "https://marlvel.ai/apps/certieye#user-sentiment"
license: CC-BY-NC-4.0
citation: "Marlvel.ai — CertiEye User Sentiment (section of intelligence report)"
---

## 🔴 User Sentiment (Medium Confidence: 4.4K reviews) {#user-sentiment}
- **Overall Rating:** 3.84/5
- **Platform Split:** iOS 1.8/5 (12 ratings) | Android 3.8/5 (4.4K ratings)
- **Overall Sentiment:** Frustrated

### Top Complaints (Impact Areas)
- **Authentication failures**

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