---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "Whiskybase: Everything Whisky"
bundle_id: "com.whiskybase"
parent_report: "https://marlvel.ai/api/llm/apps/food-drink/whiskybase-everything-whisky"
canonical_url: "https://marlvel.ai/apps/whiskybase-everything-whisky#user-sentiment"
license: CC-BY-NC-4.0
citation: "Marlvel.ai — Whiskybase: Everything Whisky User Sentiment (section of intelligence report)"
---

## 🔴 User Sentiment (Low Confidence: 55 of 55 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 2.5/5
- **Platform Split:** Android 2.5/5 (181 ratings)
- **Overall Sentiment:** Frustrated

### Top Praises
- **Extensive whisky database provides significant value for cataloging and tracking personal collection items**

### Top Complaints (Impact Areas)
- **Frequent application crashes during core tasks like adding bottles or viewing personal collections**
- **Broken authentication and login flows prevent users from accessing their accounts and data**

### Top Requests (What Users Want)
- **Implementation of a dark mode interface to improve usability during low light viewing sessions**

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