---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "Shortwave - AI Email"
bundle_id: "com.shortwave.app"
parent_report: "https://marlvel.ai/api/llm/apps/productivity/shortwave-ai-email"
canonical_url: "https://marlvel.ai/apps/shortwave-ai-email#user-sentiment"
license: CC-BY-NC-4.0
citation: "Marlvel.ai — Shortwave - AI Email User Sentiment (section of intelligence report)"
---

## 🟢 User Sentiment (High Confidence: 677 reviews) {#user-sentiment}
- **Overall Rating:** 4.77/5
- **Platform Split:** iOS 4.8/5 (677 ratings)
- **Overall Sentiment:** Excited

### Top Praises
- **AI-Powered Productivity** | *Evidence:* "AI email composer analyzes threads for context"

### Top Complaints (Impact Areas)
- **Feature Limitations** | *Evidence:* "Missing rich text formatting"