---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "Cocktailarium"
bundle_id: "com.cocktailarium.mobile"
parent_report: "https://marlvel.ai/api/llm/apps/food-drink/cocktailarium"
canonical_url: "https://marlvel.ai/apps/cocktailarium#user-sentiment"
report_date: "2026-08-25"
license: CC-BY-NC-4.0
citation: "Marlvel.ai - Cocktailarium User Sentiment (section of intelligence report)"
---

## 🟢 User Sentiment (Medium Confidence: 38 of 38 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 4.27/5
- **Platform Split:** iOS 4.8/5 (18 ratings) | Android 4.2/5 (292 ratings)
- **Overall Sentiment:** Thrilled

### Top Praises
- **Ingredient-based recipe discovery allows home bartenders to efficiently utilize their existing pantry inventory**
- **Educational lessons and historical context provide significant value for both beginners and experienced mixology enthusiasts**
- **Clean and intuitive interface design makes navigating the extensive cocktail directory a pleasant experience**

### Top Complaints (Impact Areas)

- **Limited recipe database size leaves some users feeling the selection is insufficient for professional needs**

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