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

## 🔴 User Sentiment (Low Confidence: 47 of 47 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 2.66/5
- **Platform Split:** iOS 2.3/5 (45 ratings) | Android 3.0/5 (57 ratings)
- **Overall Sentiment:** Upset

### Top Praises
- **Automotive business owners value the digital vehicle inspection tool for managing customer records and parts**

### Top Complaints (Impact Areas)
- **Camera software performance issues including focus failures and zoom glitches disrupt the technician inspection workflow**
- **Forced landscape orientation on mobile devices creates significant friction for messaging and data entry tasks**

### Top Requests (What Users Want)
- **Technicians request portrait mode support to improve usability during active vehicle inspection and communication workflows**

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