---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "ColorLover-Personal Color Test"
bundle_id: "com.warmncoolholdings.proj"
parent_report: "https://marlvel.ai/api/llm/apps/lifestyle/colorlover-personal-color-test"
canonical_url: "https://marlvel.ai/apps/colorlover-personal-color-test#user-sentiment"
license: CC-BY-NC-4.0
citation: "Marlvel.ai — ColorLover-Personal Color Test User Sentiment (section of intelligence report)"
---

## 🔴 User Sentiment (High Confidence: 27 of 27 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 3.37/5
- **Platform Split:** iOS 3.4/5 (87 ratings)
- **Overall Sentiment:** Frustrated

### Top Praises
- **Personal color analysis tools provide helpful feedback for makeup and outfit selection**
- **Product filtering and shade matching features assist users in finding suitable cosmetics**

### Top Complaints (Impact Areas)
- **Authentication failures prevent users from accessing accounts via Google or Apple login**
- **Limited hair color options restrict the accuracy of results for non-Korean users**
- **Defunct customer support and broken website links leave users without resolution paths**

### Top Requests (What Users Want)
- **Expanded hair color palette options to better represent diverse international user bases**
- **English language support for brand names and customer service communication**

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