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

## 🟢 User Sentiment (Low Confidence: 60 of 134 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 4.75/5
- **Platform Split:** iOS 4.8/5 (2K ratings) | Android 4.7/5 (2.4K ratings)
- **Overall Sentiment:** Thrilled

### Top Praises
- **Responsive customer support team resolves technical issues and account discrepancies within twenty-four hours of contact**

### Top Complaints (Impact Areas)
- **Data discrepancies between brokerage imports and the application dashboard require manual verification of individual holdings**

### Top Requests (What Users Want)
- **Integration of an artificial intelligence chatbot to query portfolio data and dividend information directly**

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