---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "Fast Add Contacts by Voice"
bundle_id: "com.liushanshan.FastAddContacts"
parent_report: "https://marlvel.ai/api/llm/apps/business/fast-add-contacts-by-voice"
canonical_url: "https://marlvel.ai/apps/fast-add-contacts-by-voice#user-sentiment"
license: CC-BY-NC-4.0
citation: "Marlvel.ai — Fast Add Contacts by Voice User Sentiment (section of intelligence report)"
---

## 🟢 User Sentiment (High Confidence: 53 of 53 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 4.28/5
- **Platform Split:** iOS 5.0/5 (6 ratings) | Android 4.3/5 (1.9M ratings)
- **Overall Sentiment:** Excited

### Top Praises
- **Contact synchronization features allow users to track family member activity effectively**
- **Simple and clean interface design makes navigation easy for casual users**

### Top Complaints (Impact Areas)
- **Search functionality fails to return results for existing contacts post-update**

### Top Requests (What Users Want)
- **Improved search reliability and consistent contact data management across all device updates**

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