---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "iNaturalist"
bundle_id: "org.inaturalist.iNaturalistMobile"
parent_report: "https://marlvel.ai/api/llm/apps/education/inaturalist"
canonical_url: "https://marlvel.ai/apps/inaturalist#user-sentiment"
license: CC-BY-NC-4.0
citation: "Marlvel.ai — iNaturalist User Sentiment (section of intelligence report)"
---

## 🔴 User Sentiment (High Confidence: 89 of 176 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 3.8/5
- **Platform Split:** iOS 3.9/5 (495 ratings) | Android 3.8/5 (11.5K ratings)
- **Overall Sentiment:** Frustrated

### Top Praises
- **Visual identification tool provides accurate species recognition for nature enthusiasts and researchers**

### Top Complaints (Impact Areas)
- **Frequent application crashes and freezing during observation uploads break the core user experience**

### Top Requests (What Users Want)
- **Dark mode implementation requested to improve visibility and reduce battery consumption on OLED screens**

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