---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "Coffee Ratio Calculator"
bundle_id: "com.riverroastcoffee.coffeeratiocalculator"
parent_report: "https://marlvel.ai/api/llm/apps/food-drink/coffee-ratio-calculator"
canonical_url: "https://marlvel.ai/apps/coffee-ratio-calculator#user-sentiment"
report_date: "2026-09-08"
license: CC-BY-NC-4.0
citation: "Marlvel.ai - Coffee Ratio Calculator User Sentiment (section of intelligence report)"
---

## 🟢 User Sentiment (Medium Confidence: 12 of 12 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 4.04/5
- **Platform Split:** iOS 4.8/5 (9 ratings) | Android 3.8/5 (23 ratings)
- **Overall Sentiment:** Excited

### Top Praises
- **Simple and focused coffee brewing calculator provides immediate value for users without unnecessary complexity**
- **Privacy-conscious design ensures users can track their coffee brewing without any personal data collection**

### Top Complaints (Impact Areas)

- **Fixed brewing ratios prevent users from adjusting the strength of their coffee to personal preference**

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