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

## 🔴 User Sentiment (Low Confidence: 23 of 23 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 3.02/5
- **Platform Split:** iOS 2.5/5 (8 ratings) | Android 3.1/5 (48 ratings)
- **Overall Sentiment:** Upset

### Top Praises
- **Professional users value the specialized utility provided for their daily work tasks**

### Top Complaints (Impact Areas)
- **Immediate application crashes upon launch prevent any access to core features**
- **Mandatory account registration creates a barrier for users seeking quick reference tools**
- **Lack of clear registration pathways for new customers leads to wasted time**

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