---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "Choir Genius"
bundle_id: "com.groupanizer.choirgenius"
parent_report: "https://marlvel.ai/api/llm/apps/music/choir-genius"
canonical_url: "https://marlvel.ai/apps/choir-genius#user-sentiment"
report_date: "2026-09-14"
license: CC-BY-NC-4.0
citation: "Marlvel.ai - Choir Genius User Sentiment (section of intelligence report)"
---

## 🟡 User Sentiment (High Confidence: 21 of 21 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 3.85/5
- **Platform Split:** iOS 4.1/5 (14 ratings) | Android 3.7/5 (30 ratings)
- **Overall Sentiment:** Mixed

### Top Praises
- **Music preparation is simplified by the ability to upload MP4 and PDF files directly**
- **Chorus leaders coordinate events and collect information efficiently using the integrated form and poll tools**

### Top Complaints (Impact Areas)

- **Persistent authentication failures force users to reset passwords repeatedly and block access to their accounts**

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