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

## 🟢 User Sentiment (High Confidence: 1,655 reviews) {#user-sentiment}
- **Overall Rating:** 4.15/5
- **Platform Split:** iOS 4.3/5 (625 ratings) | Android 4.1/5 (1,030 ratings)
- **Overall Sentiment:** Excited

### Top Praises
- **Life-Changing Accessibility** | *Evidence:* "This app completely changed my life the day I discovered it"
- **AI Recognition Accuracy** | *Evidence:* "Incredibly accurate! I snapped a picture of my very messy living room and it described everything perfectly"

### Top Complaints (Impact Areas)
- **App Stability and Crashes** | *Evidence:* "Whenever I take a picture in the describe tab, it almost never works. It always says try again later. Or it cuts out of the app entirely"
- **Regression After Updates** | *Evidence:* "This app was great until recently. I used this app to scan money... but the recent updates have made it very terrible for me"