---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "Paint by Number Coloring Game"
bundle_id: "com.paint.bynumber"
parent_report: "https://marlvel.ai/api/llm/apps/games/com-paint-bynumber"
canonical_url: "https://marlvel.ai/apps/com-paint-bynumber#user-sentiment"
license: CC-BY-NC-4.0
citation: "Marlvel.ai — Paint by Number Coloring Game User Sentiment (section of intelligence report)"
---

## 🟢 User Sentiment (High Confidence: 120 of 1.5K reviews analyzed) {#user-sentiment}
- **Overall Rating:** 4.75/5
- **Platform Split:** iOS 4.7/5 (400.7K ratings)
- **Overall Sentiment:** Thrilled

### Top Praises
- **Relaxing paint by number mechanics provide a therapeutic escape for users during daily downtime**

### Top Complaints (Impact Areas)
- **Excessive ad frequency during navigation and between images disrupts the flow of the coloring experience**

### Top Requests (What Users Want)
- **Search bar functionality would allow users to quickly locate specific image categories or themes they enjoy**

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