Rock Finder: Stone Identifier is an AI-driven geology utility for identifying rocks, minerals, and crystals via smartphone camera on iOS.
The App DNA
What makes this app unique?
It removes the cognitive cost of manual mineral classification for hikers and collectors, replacing traditional field guides with an instant digital scanner.
For Geology students, rockhounds, and crystal collectors.
What does it look like?
Key features
Image recognition identifies rocks and minerals via camera input.
Uses device sensors to identify metal-rich minerals.
Visualizes geographical origins for identified specimens.
How much does it cost?
The app operates as a free utility, though user reports suggest potential billing issues related to subscription management.
Velocity
Active developmentopaqueperformanceShow more...
The app maintains an active development cadence, shipping 2 distinct versions within the recent window. Despite this frequent release schedule, the publisher utilizes generic, opaque release notes that do not detail specific feature additions or changes. This pattern suggests the developer may be utilizing server-side feature flags or A/B testing rather than traditional App Store feature deployments. The current trend is stable, with the latest release arriving 8 days ago.
Who built it?
Codabrasoft
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What do users think recently?
Recent user voice shows a frustrated sentiment. Users appreciate exploration of natural environments encourages users to spend more time hiking and searching for minerals.
How are ratings & reviews evolving?
What users say, by theme
- Exploration of natural environments encourages users to spend more time hiking and searching for minerals
- Inaccurate identification of common gemstones leads users to doubt the reliability of the core recognition engine
6 of 6 recent reviews analyzed · limited sample · Frustrated overall
Read the full review analysisUnlock 1 more frustration theme, each backed by review evidence.
Access the full report for freeCompetition
Competitive landscape for Rock Finder: Stone Identifier
How's the Education market?
Rock Finder: Stone Identifier competes in the Education category with a 4.58 rating across 459 total ratings. The lack of a clear premium tier or subscription-gated advanced features limits its revenue potential compared to category peers.
Read the market outlookThe rivals identified
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Access the full report for freeThe Analyst's Read
Key takeaways for Rock Finder: Stone Identifier
Where is it heading?
The geology utility market is shifting toward higher-precision identification tools, leaving Rock Finder: Stone Identifier exposed due to its current accuracy gaps. Unless the identification engine is refined, the app risks losing its hobbyist base to more reliable competitors, regardless of its current update cadence.
- Inaccurate identification of common gemstones leads to user doubt, which erodes the core utility and long-term retention potential.
- Billing issues reported after subscription cancellation create a significant churn risk that outweighs the benefit of frequent stability updates.
The SWOT
- AI-powered mineral identification [v2.0.7]
- Interactive geographical origin mapping [v2.0.7]
- Localized geological data expansion [v2.0.7]
- Advanced collection management features [v2.0.7]
Next best moves
Audit identification engine accuracy because misidentification is the top complaint → improve user trust
+ 1 more prioritized moveThe counter-intuitive read
The app's high rating despite core identification failures…
Read the full takeSince the last report: The market outlook shifted from declining to mixed as the analysis identified the lack of a premium monetization model as a core competitive weakness. While technical accuracy remains a primary failure point, the app maintains a stable user base driven by the novelty of its AI scanner.
Bottom line
Rock Finder: Stone Identifier must prioritize identification accuracy to retain its user base, as the current engine failures undermine the app's primary value proposition. Addressing billing complaints would stabilize the brand reputation, preventing further churn among the core hobbyist audience.
Unlock 2 critical frictions, 2 market threats, 1 more prioritized move and the analyst’s take.
Access the full report for freeFAQ
Is Rock Finder: Stone Identifier accurate for identifying rare gemstones?
Does Rock Finder: Stone Identifier offer a free version?
What should I do if I am charged after canceling my subscription?
Sources
- [1] App Store, source
Report last updated