Photo Sherlock search by image vs its rivals

Side-by-side comparison against Photo Sherlock search by image's closest competitors — identity, store metrics, ratings & sentiment, and strategic intel.

Core Identity
DeveloperIhor PrysiazhniukPierre StanislasEduardo RochaMaple Media Apps, LLCMacPaw Way LtdBigQ AppsDavid QuilesWilliam BlaschkoOleg KanMoment Inc.
CategoryPhoto & VideoUtilitiesUtilitiesPhoto & VideoUtilitiesToolsPhoto & VideoPhoto & VideoPhoto & VideoPhoto & Video
PlatformiOSiOS, AndroidiOSiOSiOSAndroidiOS, AndroidiOS, AndroidAndroid, iOSiOS
Store Metrics
Rating4.7 / 53.0 / 54.4 / 54.8 / 54.6 / 53.7 / 54.8 / 54.4 / 55.0 / 54.3 / 5
Ratings Count3,709212,7601,90722,4476,6491,004405231
PriceFree$2.99Free$59.99FreeFree$3.99$6.99Free$9.99
Release DateAug 25, 2017Apr 23, 2025May 16, 2014May 25, 2016Dec 15, 2017Oct 20, 2020Dec 14, 2012Jul 20, 2020Dec 12, 2020Nov 14, 2025
Last UpdatedApr 4, 2026Apr 23, 2025Oct 3, 2023Dec 17, 2025Apr 2, 2026Jan 27, 2026Mar 29, 2026May 11, 2026Oct 31, 2024May 18, 2026
Sentiment & Reviews
Sentimentmixed-negative-mixed--mixedpositivemixed
Score55/100-25/100-65/100--45/10085/10045/100
Praises
  • Reverse image search functionality provides accurate identification for celebrity photos and unknown individuals
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  • Multi-engine reverse image search provides effective anti-catfishing assistance for users
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  • Efficient photo cleanup tools allow users to reclaim significant storage space on their mobile devices
  • Intuitive swipe interface makes reviewing and deleting large photo libraries feel fast and natural
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  • Simple and effective interface design allows for quick exposure adjustments during analog photography sessions
  • Offline reliability
  • Natural processing mode provides film-like aesthetic results without requiring complex post-production editing workflows
Complaints
  • False positive nudity flagging prevents legitimate image searches and disrupts the user experience
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  • Post-update technical failures render the image search functionality completely unresponsive
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  • Subscription model confusion and difficulty canceling trials lead to negative perceptions of the billing process
  • Cross-platform licensing friction prevents users from accessing paid features across multiple Apple devices
  • Technical instability including app crashes and potential data loss during cleanup operations
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  • Inconsistent exposure readings and technical glitches disrupt the reliability of the light metering tool
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  • Critical failure to save captured media to the device library causes significant user frustration
Requests
  • Improved search engine reliability to ensure consistent results for high-quality image uploads
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  • Integration of additional specialized search engines like Baidu to broaden identification capabilities
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  • Lifetime purchase option requested to avoid recurring annual or monthly subscription fees
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  • Enhanced manual control features like shutter priority and tap-to-meter functionality for better precision
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  • Integration of remote control functionality via wearable devices for solo photography and video sessions
Strategic Intel
Strengths
  • Custom camera interface for immediate image capture
  • Specialized reverse search engine integration for identity verification
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  • One-time purchase model lowers conversion friction
  • Multi-engine search provides functional identification advantage
  • Specialized color restoration filters sustain a premium price point
  • One-time purchase model creates a clear alternative to subscription fatigue
  • MacPaw brand heritage provides a privacy-first reputation
  • On-device AI processing removes data-security friction
  • Swipe-based interface reduces cognitive load during cleanup
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  • Incident-metering precision functions as a B2B-adjacent barrier for film-camera users
  • Lens Memory library creates high switching costs via user-specific data
  • Exposure Data Extraction reinforces the app as a permanent creative workflow fixture
  • Zone system visualization creates high switching costs for analog workflows
  • Multi-point metering establishes professional-grade category authority
  • Offline-first architecture enables reliable usage in remote locations without cellular service
  • Ecosystem network effects driven by native lens and case integration
  • Professional-grade monitoring tools reduce post-production time
Weaknesses
  • False positive nudity flagging disrupts legitimate search workflows
  • Aggressive paywalls after failed results trigger immediate user churn
  • Inconsistent search accuracy for high-resolution images
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  • Search functionality unresponsive post-update
  • Reliance on third-party crawling limits result sets
  • Premium tier at $59.99 exceeds the category median
  • Lack of recent feature additions suggests maintenance-mode development
  • Subscription-only model alienates users seeking one-time purchases
  • Cross-platform licensing friction limits multi-device utility
  • Technical instability during swipe operations
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  • Premium tier at $3.99 above category median for casual users
  • Android version lacks feature parity with iOS build
  • Zero rating count on Android platform
  • 0.79★ Android-iOS rating gap signals platform-parity failure
  • Persistent configuration resets frustrate daily users
  • Ad-supported model lacks premium tiers, limiting revenue potential compared to category peers
  • Critical media-saving failures reported in reviews
  • Sluggish launch times on modern devices
  • $9.99 price point lacks recurring support infrastructure
Pricingfreemiumfreefreemiumpaidsubscriptionfreefreemiumfreemiumfreepaid
MomentumMaintenance-ZombieSteadyIntense-IntenseActiveMaintenanceActive
Update Cadence1 versions-1 versions5 versions5 versions-5 versions5 versions, 3 majors/6mo, ~18d avg5 versions, ~462d avg3 versions, 2 majors/6mo, ~37d avg

Compare Photo Sherlock search by image 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 Photo Sherlock search by image, 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