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

## 🔴 User Sentiment (High Confidence: 50 of 50 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 4.38/5
- **Platform Split:** Android 4.4/5 (653 ratings)
- **Overall Sentiment:** Upset
- **Note:** The 4.38/5 store rating reflects cumulative history, while the Upset sentiment reflects recent user reviews analyzed by our AI pipeline.

### Top Praises
- **Professional pool business management tools provide essential operational support for daily service routes**
- **Efficient tracking of mileage and time helps business owners monitor employee accountability effectively**

### Top Complaints (Impact Areas)
- **Frequent application crashes and freezing during route management disrupt critical daily field work**
- **Slow loading times and excessive syncing requirements hinder performance in areas with poor connectivity**
- **Aggressive annual price increases and monetization pressure alienate small business owners and operators**

### Top Requests (What Users Want)
- **Offline mode functionality is required to ensure reliable performance during field service operations**
- **Integration options for third party mapping applications would improve navigation efficiency for technicians**

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