Photo Counter:AI Object Count

Photo Counter:AI Object Count

By 启鹏 田

Photo Counter:AI Object Count is an AI-powered utility for iOS that automatically identifies and counts identical objects in photos for professional inventory and research workflows.

The App DNA

What makes this app unique?

The app removes the time cost and error rate of manual counting in dense or stacked environments, displacing manual tallying methods.

For Professionals in industrial, medical, and agricultural sectors requiring high-precision inventory or sample counting.

What does it look like?

Key features

AI Object Recognitionedge

Automated identification and counting of identical objects from imported or captured photos using deep learning models.

Annotated Statistical Exportstandard

Generates visual overlays on images to confirm count accuracy for documentation or sharing.

History Recordsstandard

Saves past counting sessions for review and reference within the app.

Multi-Scenario Recognitionedge

Optimized models for specific domains including industrial components, medical samples, and retail inventory.

How much does it cost?

subscriptionWeeklyMonthlyYearly

Subscription-only model with recurring billing cycles managed via iTunes account settings.

Velocity

Maintenance developmentperformanceopaqueShow more...

With only two releases identified in the analyzed window, the app maintains a cadence of approximately 0.08 releases per week. The latest version, released 16 days ago, follows a period of inactivity since April 2026. Development is currently focused on stability and minor refinements rather than new feature delivery. The release notes remain opaque, providing no insight into specific functional changes or roadmap progression.

See all version history

Who built it?

启鹏 田

5 apps tracked · Utilities

Compass: Speedometer,Level,GPSCompass: Speedometer,Level,GPS음성녹음AI전사메모노트음성인식회의저장클라우드스마트자동번음성녹음AI전사메모노트음성인식회의저장클라우드스마트자동번Xiangqi-Chinese Chess game appXiangqi-Chinese Chess game appRingtone Maker-custom ring appRingtone Maker-custom ring app
Explore the full publisher profile

User Sentiment

What do users think recently?

How are ratings & reviews evolving?

App Store
5.00 · 1

Not enough recent reviews to extract reliable themes yet.

Read the full review analysis

Competition

Competitive landscape for Photo Counter:AI Object Count

How's the Utilities market?

Photo Counter:AI Object Count occupies a niche utility space for professional counting tasks. The lack of recent major updates suggests a maintenance-focused posture rather than aggressive market share acquisition.

Read the market outlook

The rivals identified

Unlock the deeper market read.

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The Analyst's Read

Key takeaways for Photo Counter:AI Object Count

Where is it heading?

Users report: The professional counting market is consolidating around tools that integrate into existing inventory workflows. Photo Counter:AI Object Count remains exposed due to its maintenance-mode cadence, which prevents it from building the necessary user base to defend against more active rivals.

  • The six-month gap between updates suggests a maintenance-only posture, which limits the app's ability to respond to competitive feature expansion.
  • The subscription-only model targets high-intent professional users, which may provide stable revenue despite lower overall install volume.

The SWOT

Core Strengths
  • Deep learning models enable counting in densely stacked arrangements
Critical Frictions 1 weakness inside
Growth Levers
  • Localized models for industrial niches unlock B2B partnerships
Market Threats 1 threat identified

Next best moves

1 Pivot · 1 Invest

Introduce a limited-use free tier because the current subscription-only model creates a high barrier to entry → increase top-of-funnel conversion

+ 1 more prioritized move

The counter-intuitive read

The app's maintenance-mode status is not a failure…

Read the full take

Bottom line

Photo Counter:AI Object Count provides a specialized utility that solves a clear professional pain point, but the subscription-only barrier and maintenance-mode cadence risk stalling growth. Pivoting to a freemium model would unlock the user base needed to justify further feature investment.

Unlock 1 critical friction, 1 market threat, 1 more prioritized move and the analyst’s take.

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FAQ

Is Photo Counter:AI Object Count suitable for industrial inventory?
Yes, the app includes models optimized for industrial components like steel pipes, screws, and cartons, making it suitable for inventory counting tasks.
Does Photo Counter:AI Object Count offer a free trial?
The app operates on a subscription-only model. Users should check the subscription page for current trial availability, as terms may vary.
What are the alternatives to Photo Counter:AI Object Count?
Users should consider other AI-based counting utilities in the Utilities category, specifically those that offer freemium models if the subscription cost is a barrier.

Sources

  1. [1] App Store

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 Photo Counter:AI Object Count, its developer, the app publisher, Apple, or Google Play. All trademarks, logos, and screenshots referenced remain the property of their respective owners.

Cite this report

Marlvel.ai. “Photo Counter:AI Object Count Intelligence Report.” Updated Oct 20, 2026. https://marlvel.ai/apps/photo-counter-picture-count-ai

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