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

## 🔴 User Sentiment (Low Confidence: 54 of 54 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 4.81/5
- **Platform Split:** iOS 4.8/5 (386 ratings)
- **Overall Sentiment:** Frustrated
- **Note:** The 4.81/5 store rating reflects cumulative history, while the Frustrated sentiment reflects recent user reviews analyzed by our AI pipeline.

### Top Praises
- **High quality auction items and professional curation keep collectors engaged with the platform**

### Top Complaints (Impact Areas)
- **Persistent authentication failures force users to log in repeatedly during active bidding sessions**

### Top Requests (What Users Want)
- **Improved search and filtering functionality to help users locate specific items more efficiently**

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