---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "FaceTag - Face Ratio Analysis"
bundle_id: "com.shotanakagami.Face"
parent_report: "https://marlvel.ai/api/llm/apps/health-fitness/facetag-face-ratio-analysis"
canonical_url: "https://marlvel.ai/apps/facetag-face-ratio-analysis#user-sentiment"
report_date: "2026-08-14"
license: CC-BY-NC-4.0
citation: "Marlvel.ai - FaceTag - Face Ratio Analysis User Sentiment (section of intelligence report)"
---

## 🔴 User Sentiment (Medium Confidence: 29 of 29 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 4.43/5
- **Platform Split:** iOS 4.4/5 (899 ratings)
- **Overall Sentiment:** Frustrated
- **Note:** The 4.43/5 store rating reflects cumulative history, while the Frustrated sentiment reflects recent user reviews analyzed by our AI pipeline.

### Top Praises
- **The core facial analysis concept provides a unique way for users to explore their own features**

### Top Complaints (Impact Areas)

- **Inconsistent scoring logic across identical photos makes the results feel arbitrary and unreliable to users**

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