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

## 🟢 User Sentiment (High Confidence: 100 of 154 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 4.76/5
- **Platform Split:** iOS 4.8/5 (1.5M ratings) | Android 4.6/5 (112.4K ratings)
- **Overall Sentiment:** Excited

### Top Praises
- **Intuitive navigation and simple interface design allow employees to access payroll data quickly**

### Top Complaints (Impact Areas)
- **Inconsistent time clock registration requires multiple refresh attempts to capture location accurately**

### Top Requests (What Users Want)
- **Improved time clock interface to reduce wait times during shift changes**

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