---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "The Cocktail Bible"
bundle_id: "com.goldgorilla.cocktailbible"
parent_report: "https://marlvel.ai/api/llm/apps/food-drink/the-cocktail-bible"
canonical_url: "https://marlvel.ai/apps/the-cocktail-bible#user-sentiment"
report_date: "2026-08-12"
license: CC-BY-NC-4.0
citation: "Marlvel.ai - The Cocktail Bible User Sentiment (section of intelligence report)"
---

## 🟢 User Sentiment (Low Confidence: 7 of 7 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 3.97/5
- **Platform Split:** iOS 3.7/5 (3 ratings) | Android 4.0/5 (36 ratings)
- **Overall Sentiment:** Excited

### Top Praises
- **The cocktail database provides a reliable resource for users to discover and recreate specific drink recipes**
- **Simple and straightforward interface design allows users to navigate the recipe library without unnecessary friction**
- **Unique flavor matrix and substitution features provide utility that distinguishes this app from other recipe tools**

### Top Complaints (Impact Areas)

- **Account registration failures prevent new users from accessing the app features and creating a profile**

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