iNaturalist user reviews, decoded

High confidence · Latest 89 of 176 total reviews analyzed · Based on 176 reviews. Signal may be noisy.

Frustrated

Review voice lately leans frustrated. Users appreciate visual identification tool provides accurate species recognition for nature enthusiasts and researchers, but report frequent application crashes and freezing during observation uploads break the core user experience.

Rating: 3.8

Reviews: 176

Confidence: high

How did the latest release land?

Overall
3.8/ 5
(12K)
Current version
3.9/ 5
+0.1 vs overall
(495)
Main signal post-update: visual identification tool provides accurate species recognition for nature enthusiasts and researchers.

How have ratings & review volume moved?

Rating, review sentiment, and total reviews over time, with release markers showing the post-launch impact.

Rating over time

Vertical markers = app releases. Hover any release for the post-release impact delta.

Review themes

Praise

What users love

  • Visual identification tool provides accurate species recognition for nature enthusiasts and researchers
Complaint

Common complaints

  • Frequent application crashes and freezing during observation uploads break the core user experience
Request

Most requested

Full sentiment breakdown

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AI summary. Key signals synthesized from the latest 176 reviews. Updated regularly.

Disclosure: Independent intel to help mobile builders succeed.

AI-powered analysis with automated quality gates, built from publicly available sources. Marlvel.ai is not affiliated with, endorsed by, or sponsored by iNaturalist, its developer, the app publisher, Apple, or Google Play. All trademarks, logos, and screenshots referenced remain the property of their respective owners.

Data licensed under CC-BY-NC 4.0