---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "Cosmetics BF"
bundle_id: "me.co.mpm.cosmetics"
parent_report: "https://marlvel.ai/api/llm/apps/shopping/cosmetics-bf"
canonical_url: "https://marlvel.ai/apps/cosmetics-bf#user-sentiment"
report_date: "2026-08-03"
license: CC-BY-NC-4.0
citation: "Marlvel.ai - Cosmetics BF User Sentiment (section of intelligence report)"
---

## 🟡 User Sentiment (Medium Confidence: 22 of 22 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 2.83/5
- **Platform Split:** iOS 4.5/5 (14 ratings) | Android 2.8/5 (750 ratings)
- **Overall Sentiment:** Mixed

### Top Praises
- **The mobile application provides a convenient way to browse product catalogs and check current discounts**
- **Free delivery options and a wide product selection improve the shopping experience for regular customers**

### Top Complaints (Impact Areas)

- **Search functionality fails to return relevant results because it only indexes product names, not descriptions**

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