---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "Amazon Music for Artists"
bundle_id: "com.amazon.music.Artists"
parent_report: "https://marlvel.ai/api/llm/apps/music/amazon-music-for-artists"
canonical_url: "https://marlvel.ai/apps/amazon-music-for-artists#user-sentiment"
license: CC-BY-NC-4.0
citation: "Marlvel.ai — Amazon Music for Artists User Sentiment (section of intelligence report)"
---

## 🔴 User Sentiment (High Confidence: 4,735 reviews) {#user-sentiment}
- **Overall Rating:** 4.66/5
- **Platform Split:** iOS 4.6/5 (618 ratings) | Android 4.7/5 (4,117 ratings)
- **Overall Sentiment:** Frustrated
- **Note:** The 4.66/5 store rating reflects cumulative history, while the Frustrated sentiment reflects recent user reviews analyzed by our AI pipeline.

### Top Praises
- **Useful Analytics** | *Evidence:* "Very useful app for independent artists. Easy to track streams, listeners, and audience insights."
- **Clean Interface** | *Evidence:* "Clean interface and helpful analytics."

### Top Complaints (Impact Areas)
- **Broken Verification/Claim Process** | *Evidence:* "It’s easier for a camel to pass through the eye of a needle, than it is for an indie artist to claim their profile on Amazon Music."
- **Poor Customer Support** | *Evidence:* "Pathetic customer service for Artists."