---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "Coin Wise: Identifier, Scanner"
bundle_id: "com.deepvision.coinidentifier"
parent_report: "https://marlvel.ai/api/llm/apps/reference/coin-wise-identifier-scanner"
canonical_url: "https://marlvel.ai/apps/coin-wise-identifier-scanner#user-sentiment"
license: CC-BY-NC-4.0
citation: "Marlvel.ai — Coin Wise: Identifier, Scanner User Sentiment (section of intelligence report)"
---

## 🔴 User Sentiment (Low Confidence: 44 of 44 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 3.15/5
- **Platform Split:** iOS 3.9/5 (76 ratings) | Android 3.0/5 (296 ratings)
- **Overall Sentiment:** Upset

### Top Praises
- **Simple and fast interface performance provides a quick experience for casual users**

### Top Complaints (Impact Areas)
- **Inaccurate coin identification logic consistently returns incorrect dates and origins for scanned items**
- **Aggressive monetization tactics and recurring charge attempts frustrate users during the trial period**
- **Technical failure of the core scanning feature prevents basic functionality for many users**

<!-- /section:sentiment -->
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