---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "SHOP.COM"
bundle_id: "com.marketamerica.MAMobile"
parent_report: "https://marlvel.ai/api/llm/apps/shopping/shop-com"
canonical_url: "https://marlvel.ai/apps/shop-com#user-sentiment"
license: CC-BY-NC-4.0
citation: "Marlvel.ai — SHOP.COM User Sentiment (section of intelligence report)"
---

## 🟡 User Sentiment (Medium Confidence: 2.1K reviews) {#user-sentiment}
- **Overall Rating:** 4.28/5
- **Platform Split:** iOS 4.3/5 (53 ratings) | Android 4.3/5 (2K ratings)
- **Overall Sentiment:** Mixed

### Top Praises
- **Cashback rewards program utility**

### Top Complaints (Impact Areas)
- **Checkout stability and tracking issues**

### Top Requests (What Users Want)
- **Improved app performance and stability**

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