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Mineral Identifier AI vs its rivals

Side-by-side comparison against Mineral Identifier AI's closest competitors — identity, store metrics, ratings & sentiment, and strategic intel.

Mineral Identifier AI
This App
Rockd
Peer
FotoInsect - Bug AI Identifier
Peer
BioGuard - Plant & Bug Doctor
New Kid
Grow It! - Plant Scanner & Lab
New Kid
Core Identity
DeveloperInkolabUniversity of Wisconsin-Madison Shared AppsMonotik Digital‏‏‎CEM GUVENGROWITHJESSIE INC
CategoryEducationEducationEducationEducationEducation
PlatformAndroid, iOSiOS, AndroidAndroidiOSiOS, Android
Store Metrics
Rating5.0 / 54.4 / 50.0 / 50.0 / 50.0 / 5
Ratings Count7181000
PriceFreeFreeFreeFreeFree
Release DateDec 2, 2024Sep 17, 2016Jun 17, 2023Apr 30, 2026Apr 29, 2026
Last UpdatedAug 11, 2025Feb 21, 2026Feb 17, 2026May 5, 2026May 1, 2026
Sentiment & Reviews
Sentimentmixedmixed---
Score55/10055/100---
Praises
  • Mineral identification accuracy provides significant utility for users exploring geological samples in the field
  • Extensive geological data and map resources provide significant value for field research and education
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Complaints
  • Aggressive premium paywalls interrupt the core scanning workflow and prevent basic functionality usage
  • Frequent black screen crashes and infinite loading loops prevent consistent access to the application
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Requests-
  • Customizable unit and geologic period settings would improve utility for international users
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Strategic Intel
Strengths
  • AI identification engine provides immediate utility for field users
  • Rocksy assistant gamifies the discovery process
  • Deep integration with Macrostrat and Paleobiology databases creates a professional-grade field documentation moat.
  • Free-to-use model lowers entry barriers for casual users.
  • Image recognition utility provides immediate classification value.
  • Multi-image scanning mechanism increases diagnostic confidence scores
  • My Garden tracking provides a recurring utility loop
  • Project-based library converts identification into experimentation
  • AI-driven assistant provides personalized project guidance
Weaknesses
  • Aggressive premium paywalls interrupt core scanning
  • Technical instability causes frequent application crashes
  • Frequent launch-time black screen crashes erode trust among professional users relying on the tool for field work.
  • Lack of monetization strategy threatens long-term server sustainability.
  • No expert-verified database limits utility for serious entomologists.
  • 3-scan weekly limit restricts top-of-funnel growth
  • No social or community features to drive organic discovery
  • Limited scan count creates high-friction onboarding
  • Lack of community-driven data layers limits retention
Pricingfreemiumfreefreefreemiumfreemium
MomentumMaintenanceMaintenance-MaintenanceMaintenance
Update Cadence2 versions, 1 majors/6mo, ~227d avg2 versions, ~1d avg-1 versions, 1 majors/6mo2 versions, 1 majors/6mo, ~0d avg

Compare Mineral Identifier AI head-to-head

Disclosure: Independent intel to help mobile builders succeed.

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

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