Rock Identifier by Picture ID

Rock Identifier by Picture ID

By Nguyen Kim Tuyen

Rock Identifier by Picture ID is a mobile utility for identifying stones and minerals using AI image recognition on iOS.

The App DNA

What makes this app unique?

The app removes the cognitive cost of manual mineral research by providing instant identification through mobile photography.

For Hobbyists and collectors seeking quick identification of rocks and minerals via mobile photography.

What does it look like?

Key features

AI Stone Identificationstandard

Image recognition engine identifies mineral and stone types from camera input or photo library uploads.

Stone Information Databasestandard

Provides descriptive data and facts about identified stones.

How much does it cost?

subscriptionPremium Weekly at $3.99Premium Yearly at $49.99

Subscription-only model anchored at $3.99 per week, utilizing auto-renewable billing cycles to capture recurring revenue.

Velocity

Dormant developmentopaqueShow more...

Rock Identifier by Picture ID has seen no development activity for 832 days. With only a single minor release recorded in the analyzed window, the app lacks any meaningful update cadence or signs of active maintenance. There is no evidence of new features, bug fixes, or live operations, indicating the project is currently inactive.

See all version history

Who built it?

Nguyen Kim Tuyen

4 apps tracked · Utilities

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Explore the full publisher profile

User Sentiment

What do users think recently?

How are ratings & reviews evolving?

App Store
3.08 · 139

Not enough recent reviews to extract reliable themes yet.

Read the full review analysis

Competition

Competitive landscape for Rock Identifier by Picture ID

How's the Utilities market?

Rock Identifier by Picture ID operates in the Utilities category with a subscription-only model. The lack of updates for over 830 days signals a maintenance-only posture that limits its ability to compete with active market entrants.

The rivals identified

The Analyst's Read

Key takeaways for Rock Identifier by Picture ID

Where is it heading?

Users report: The mineral identification market is shifting toward freemium models with high-frequency database updates, leaving Rock Identifier by Picture ID exposed. The lack of development since May 2024 means the app will continue to lose relevance as rivals improve their AI accuracy and feature sets.

  • The 27-month development gap indicates the product is in maintenance mode, which erodes user trust and long-term retention potential.
  • Subscription-only pricing without recent feature updates creates a value mismatch that discourages new user acquisition and conversion.

The SWOT

Core Strengths
  • AI-driven image recognition provides functional utility for amateur geologists
Critical Frictions 2 weaknesses inside
Growth Levers
  • Freemium model with ad-supported identification could capture casual segments
Market Threats 1 threat identified

Next best moves

1 Sunset

Sunset the subscription-only model because the 27-month maintenance gap prevents new feature growth → reduce churn pressure

The counter-intuitive read

The subscription-only model is not a failure of pricing…

Read the full take

Since the last report: The product remains in a stagnant maintenance state with no feature or pricing updates. The primary shift is a change in internal strategic outlook from maintenance to a formal recommendation to sunset the application.

Bottom line

Rock Identifier by Picture ID's subscription-only model limits its funnel to dedicated collectors, but the lack of updates since May 2024 suggests the product is in sunset mode, leaving it unable to compete with active rivals.

Unlock 2 critical frictions, 1 market threat and the analyst’s take.

Access the full report for free

FAQ

Is Rock Identifier by Picture ID free to use?
The app is free to download, but it operates on a subscription-only model. Identification features are gated behind a $3.99 weekly or $49.99 yearly premium subscription.
How does Rock Identifier by Picture ID compare to other identification apps?
Unlike many competitors that offer freemium or ad-supported tiers, Rock Identifier by Picture ID requires a subscription for core functionality, which may be less suitable for casual users.
Is Rock Identifier by Picture ID still being updated?
No, the app has been in maintenance mode since May 2024, with no new features added in over 27 months.

Sources

  1. [1] App Store, source

Report last updated

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 Rock Identifier by Picture ID, its developer, the app publisher, Apple, or Google Play. All trademarks, logos, and screenshots referenced remain the property of their respective owners.

What's new

The product remains in a stagnant maintenance state with no feature or pricing updates. The primary shift is a change in internal strategic outlook from maintenance to a formal recommendation to sunset the application.

shifted

Strategic Outlook

added

Casual User Barrier

Cite this report

Marlvel.ai. “Rock Identifier by Picture ID Intelligence Report.” Updated Aug 25, 2026. https://marlvel.ai/apps/rock-identifier-by-picture-id

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