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

## 🟢 User Sentiment (Medium Confidence: 20 of 20 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 4.78/5
- **Platform Split:** iOS 4.8/5 (45 ratings)
- **Overall Sentiment:** Thrilled

### Top Praises
- **Ingredient-based search filters allow home bartenders to discover new cocktail recipes using their existing inventory**
- **Batch calculator functionality significantly reduces prep time for professional bartenders managing high-volume service requirements**
- **Detailed historical context and visual presentation for each recipe enhance the educational value for cocktail enthusiasts**

### Top Complaints (Impact Areas)

- **Occasional interface instability occurs when users accidentally trigger zoom gestures on pages that do not support scaling**

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