---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "Coin Value Checker: Identifier"
bundle_id: "com.coinvaluechecker.myapp"
parent_report: "https://marlvel.ai/api/llm/apps/reference/coin-value-checker-identifier"
canonical_url: "https://marlvel.ai/apps/coin-value-checker-identifier#user-sentiment"
report_date: "2026-09-20"
license: CC-BY-NC-4.0
citation: "Marlvel.ai - Coin Value Checker: Identifier User Sentiment (section of intelligence report)"
---

## 🔴 User Sentiment (High Confidence: 71 of 78 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 4.5/5
- **Platform Split:** iOS 4.5/5 (1.4K ratings) | Android 4.5/5 (3.3K ratings)
- **Overall Sentiment:** Frustrated
- **Note:** The 4.5/5 store rating reflects cumulative history, while the Frustrated sentiment reflects recent user reviews analyzed by our AI pipeline.

### Top Praises
- **Simple and fast coin identification process provides immediate value for casual collectors during initial sessions**

### Top Complaints (Impact Areas)

- **Inaccurate coin identification and valuation data frustrate users who expect professional-grade results from the scanner**

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