---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "Face Shape: Rating & Analyzer"
bundle_id: "com.glinttec.beautyscan.beautyscore.photoBeautyScan"
parent_report: "https://marlvel.ai/api/llm/apps/lifestyle/face-shape-rating-analyzer"
canonical_url: "https://marlvel.ai/apps/face-shape-rating-analyzer#user-sentiment"
report_date: "2026-08-15"
license: CC-BY-NC-4.0
citation: "Marlvel.ai - Face Shape: Rating & Analyzer User Sentiment (section of intelligence report)"
---

## 🔴 User Sentiment (High Confidence: 63 of 70 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 3.98/5
- **Platform Split:** iOS 4.4/5 (260 ratings) | Android 4.0/5 (8.8K ratings)
- **Overall Sentiment:** Frustrated

### Top Praises
- **The application provides a free and accessible entry point for users interested in basic facial analysis**
- **The core analysis features offer a quick and convenient way for users to explore their facial features**

### Top Complaints (Impact Areas)

- **Aggressive advertising and monetization tactics disrupt the user experience and make the app difficult to navigate**

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