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

## 🔴 User Sentiment (High Confidence: 92 of 92 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 4.55/5
- **Platform Split:** Android 4.5/5 (3M ratings)
- **Overall Sentiment:** Frustrated
- **Note:** The 4.55/5 store rating reflects cumulative history, while the Frustrated sentiment reflects recent user reviews analyzed by our AI pipeline.

### Top Praises
- **Core file cleaning functionality provides utility for long-term users**
- **Professional interface design maintains a clean aesthetic for daily use**

### Top Complaints (Impact Areas)
- **Core cleaning functions fail to remove hidden cache files post-update**
- **Aggressive monetization and subscription friction frustrate long-term users**

### Top Requests (What Users Want)
- **Transparent refund process for users unable to access paid features**

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