---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "Time Doctor"
bundle_id: "com.timedoctorllc.TimeDoctor.mobile.ios"
parent_report: "https://marlvel.ai/api/llm/apps/productivity/time-doctor"
canonical_url: "https://marlvel.ai/apps/time-doctor#user-sentiment"
license: CC-BY-NC-4.0
citation: "Marlvel.ai — Time Doctor User Sentiment (section of intelligence report)"
---

## 🔴 User Sentiment (High Confidence: 67 of 78 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 2.47/5
- **Platform Split:** iOS 2.8/5 (29 ratings) | Android 2.4/5 (158 ratings)
- **Overall Sentiment:** Upset

### Top Praises
- **Productivity tracking features provide accountability for remote employees and team managers**

### Top Complaints (Impact Areas)
- **Broken authentication flows prevent users from accessing their accounts on mobile devices**

### Top Requests (What Users Want)
- **Comprehensive help and documentation section to guide users through common technical issues**

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