---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "Color by Number：Coloring Games"
bundle_id: "com.tfgco.apps.coloring.free.color.by.number"
parent_report: "https://marlvel.ai/api/llm/apps/board/color-by-number-coloring-games"
canonical_url: "https://marlvel.ai/apps/color-by-number-coloring-games#user-sentiment"
report_date: "2026-08-11"
license: CC-BY-NC-4.0
citation: "Marlvel.ai - Color by Number：Coloring Games User Sentiment (section of intelligence report)"
---

## 🟡 User Sentiment (High Confidence: 64 of 99 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 4.71/5
- **Platform Split:** iOS 4.7/5 (1.8M ratings) | Android 4.6/5 (487.3K ratings)
- **Overall Sentiment:** Mixed

### Top Praises
- **The core coloring mechanic provides a relaxing and stress-relieving experience for casual daily players**
- **Community features like following other creators and repainting shared art foster a sense of connection**
- **The ability to upload custom photos for coloring adds significant value for creative users**

### Top Complaints (Impact Areas)

- **Aggressive ad frequency interrupts the coloring flow and creates a frustrating experience for free users**

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