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

## 🟡 User Sentiment (High Confidence: 74 of 137 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 4.72/5
- **Platform Split:** iOS 4.7/5 (2.9K ratings) | Android 4.8/5 (4K ratings)
- **Overall Sentiment:** Mixed

### Top Praises
- **Direct payment for survey completion provides a reliable source of extra income for active users**

### Top Complaints (Impact Areas)
- **Frequent application crashes and recording failures during active tests result in lost time and earnings**

### Top Requests (What Users Want)
- **Transparency regarding survey duration and compensation before starting tasks would improve user trust**

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