---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "CPI - Connect Puzzle Image"
bundle_id: "com.playstrom.puzzle.pics"
parent_report: "https://marlvel.ai/api/llm/apps/games/cpi-connect-puzzle-image"
canonical_url: "https://marlvel.ai/apps/cpi-connect-puzzle-image#user-sentiment"
license: CC-BY-NC-4.0
citation: "Marlvel.ai — CPI - Connect Puzzle Image User Sentiment (section of intelligence report)"
---

## 🟢 User Sentiment (High Confidence: 86 of 86 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 4.58/5
- **Platform Split:** iOS 4.5/5 (11.5K ratings) | Android 4.7/5 (5.5K ratings)
- **Overall Sentiment:** Excited

### Top Praises
- **Relaxing puzzle mechanics provide a satisfying mental break for users during daily downtime**

### Top Complaints (Impact Areas)
- **Excessive advertisement frequency disrupts the flow of gameplay for many casual users**

### Top Requests (What Users Want)
- **Addition of a paid no-ads purchase option to improve the overall user experience**

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