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

## 🔴 User Sentiment (Low Confidence: 27 of 27 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 3.81/5
- **Platform Split:** iOS 4.1/5 (38 ratings) | Android 3.6/5 (55 ratings)
- **Overall Sentiment:** Frustrated

### Top Praises
- **The core customer relationship management tool provides a functional foundation for daily dealership operations**

### Top Complaints (Impact Areas)
- **Frequent application crashes and login failures prevent reliable access to customer data and deal sheets**
- **Inconsistent scanning functionality leads to missing records and friction with dealership management oversight**

### Top Requests (What Users Want)
- **Implementation of a comprehensive scan history log to provide proof of work for management**

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