--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Photo Sherlock search by image" developer_entity: "Ihor Prysiazhniuk" bundle_id: "com.appsmotor.PhotoSherlock" app_store_id: "1270107821" category: "Photo & Video" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-04-04" report_date: "2026-07-29" last_verified: "2026-07-29T00:00:00.000Z" report_version: "1.83" total_reviews: 3709 overall_rating: 4.7 sentiment: "Mixed" sentiment_score: 55 confidence: "high" confidence_score: 0.9 top_praise_theme: "Reverse image search functionality provides quick and accurate identification for celebrity photos and unknown individuals" top_complaint_theme: "False nudity flags on non-explicit images prevent users from performing necessary reverse image searches" review_sample_size: 168 total_review_count: 168 analyzed_review_count: 60 data_age_days: 18 momentum_velocity: "maintenance" intelligence_version: 7 nemesis: "Search By Image !!" competitor_count: 11 tags: ["photo & video", "freemium", "mixed sentiment", "mobile app", "app review", "app analysis", "users", "verifying", "authenticity"] canonical_url: "https://marlvel.ai/apps/photo-sherlock-search-by-image" license: "CC-BY-NC 4.0" content_version: "v2" --- # Photo Sherlock search by image Intelligence Report ## TL;DR {#tldr} - **Category**: Photo & Video · Freemium - **Signal**: Rating 4.67 · Sentiment Mixed - **Recent focus**: False nudity flags on non-explicit images prevent users from performing necessary reverse image searches (top complaint) · Reverse image search functionality provides quick and accurate identification for celebrity photos and unknown individuals (top praise) > **TL;DR:** Photo Sherlock search by image is a photo & video app by Ihor Prysiazhniuk, rated 4.67/5 by 3.7K users, with Mixed user sentiment (55/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Photo Sherlock search by image shows Mixed sentiment (4.67/5 from 3.7K reviews) - users praise reverse image search functionality provides quick and accurate identification for celebrity photos and unknown individuals but report issues with false nudity flags on non-explicit images prevent users from performing necessary reverse image searches. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.67/5 (3.7K reviews) | | **User Mood** | Mixed | | **Category** | Photo & Video | | **Developer** | Ihor Prysiazhniuk | | **Pricing** | Freemium | | **Platforms** | iOS | | **Confidence** | High (0.9/1.0) | | **Data Age** | 18d | ## Metadata & Market Performance - **Publisher:** Ihor Prysiazhniuk - **Category:** Photo & Video - **Target Audience:** Users verifying the authenticity of social media profiles, dating app matches, or identifying products and clothing via image search. - **Platforms:** iOS - **Version Reviewed:** 1.83 - **Report Date:** 2026-07-29 - **Signal Count:** 168 reviews analyzed - **Confidence:** High (0.9/1.0) - **App Store ID (iOS):** 1270107821 - **Bundle ID:** com.appsmotor.PhotoSherlock - **Performance Trend:** Mixed - **Data Window:** Analysis based on signals collected up to 2026-07-29 ## Executive Snapshot **What it is:** Photo Sherlock is a reverse image search utility for iOS that enables users to verify photo authenticity and identify subjects. **Why users hire it:** The app removes the friction of manual web searching by providing a dedicated interface for image verification and source tracking. ## App DNA (Features & Intent) - **[Differentiator] Image Pre-processing:** Tools to crop and rotate images before initiating a search to isolate specific subjects. * *User Intent:* Users want to quickly find relevant content or features. - **[Standard] Image Search Engine Integration:** Generates direct search links for uploaded photos across multiple web search engines. * *User Intent:* Users want to quickly find relevant content or features. - **[Standard] Built-in Web Browser:** In-app browser for navigating search results without leaving the application. * *User Intent:* Users want to quickly find relevant content or features. ## Market Position {#market-position} Photo Sherlock maintains a 4.67 rating across 3,709 total ratings on iOS. Its lack of major updates in the last 116 days signals a maintenance-mode posture that risks losing ground to rivals with active development cycles. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free tier with ad-supported search, Pro version removes ads and enables external browser redirects - **Analysis:** The freemium model uses ad-supported search as the primary engagement driver, gating workflow convenience features behind a one-time Pro upgrade. ## 🟡 User Sentiment (High Confidence: 60 of 168 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.67/5 - **Platform Split:** iOS 4.7/5 (3.7K ratings) - **Overall Sentiment:** Mixed ### Top Praises - **Reverse image search functionality provides quick and accurate identification for celebrity photos and unknown individuals** - **Simple and user friendly interface allows for fast image uploads and immediate search results** - **One time payment option for ad removal is viewed as a fair value for frequent users** ### Top Complaints (Impact Areas) - **False nudity flags on non-explicit images prevent users from performing necessary reverse image searches** ## SWOT Analysis {#swot} **Core Strengths:** - Image pre-processing tools increase search success rates for complex inputs - One-time payment option for ad removal drives conversion among power users **Growth Levers:** - Implementing a subscription-based unlimited search tier could capture power users - Adding iOS extension support would improve workflow efficiency versus rivals ## Recent Changes (v6 → v7) {#recent-changes} The app's development cycle has stalled further, reaching 116 days without a feature update, while user sentiment has shifted to mixed as restrictive search limits and false-positive content flagging increasingly frustrate the user base. **Overall trend**: Mixed **Compared at**: 2026-07-29 ### High-impact changes - **[Declined] Extended Maintenance Period** (positioning) ### Medium-impact changes - **[Shifted] Outlook Trend Shift** (sentiment) - **[Declined] Increased Monetization Friction** (sentiment) - **[Added] Strategic Opportunities** (swot) ## Rivals Landscape {#rivals} > Competitive positioning identified by AI analysis of app features, category, and market signals. ### Photo Sherlock search by image vs Search By Image !! - **[Search By Image !!](https://marlvel.ai/apps/search-by-image)** by Hyeoseong Hwang: This app is a direct functional competitor that dominates the reverse image search category through high volume and a long-standing presence in the market. - **Key differences:** - Offers a more extensive history of direct share integration compared to this app's workflow. - Maintains a significantly larger user base, providing a stronger network effect for search data. - Includes a built-in image editor that provides more post-search utility than this app's crop tool. ### Contenders (Strong Challengers) - **[Photo Scanner Pro: Scan Albums](https://marlvel.ai/apps/photo-scanner-pro-scan-albums)** by Maple Media Apps, LLC: It competes by offering advanced image processing and organization tools for users looking to digitize physical photos. - Features advanced color restoration filters that provide higher value for legacy photo digitization. - Supports robust iCloud sync and export options, facilitating better long-term asset management. - **[instax UP! -Scan instax photos](https://marlvel.ai/apps/instax-up-scan-instax-photos)** by FUJIFILM Corporation: While specialized for physical prints, it competes for the same user intent of digitizing and managing image assets. - Leverages strong brand equity from Fujifilm to drive trust and user acquisition. - Provides specialized collection management features that this app currently lacks. - **[Photo Search - Lens for finder](https://marlvel.ai/apps/com-bigqsys-photosearch-searchbyimage2020)** by BigQ Apps: This app directly targets the reverse image search utility market with a similar feature set to this app. - Includes smart filtering capabilities that allow for more granular search result refinement. - Users report the app's ad-supported model can be intrusive, creating an opportunity for this app. - **[Reversee: Reverse Image Search](https://marlvel.ai/apps/reversee-reverse-image-search)** by Eduardo Rocha: A highly capable utility that shares the core reverse image search functionality and audience. - Offers a powerful iOS extension that allows users to search directly from other apps. - Provides multi-engine search capabilities, giving users more comprehensive results than single-engine alternatives. ### Peers (What They Do Better) - **[Diptic](https://marlvel.ai/apps/com-peaksystems-diptic)** by Peak Systems: A long-standing photo utility app that overlaps with this app's audience interested in image editing and layout. - Offers highly customizable and expandable layouts for advanced photo collage design. - Includes a dedicated video collage editor, expanding its utility beyond static images. - **[Carousel Post Collage SwipeMix](https://marlvel.ai/apps/com-museworks-swipemix)** by Onelight Apps CY Ltd: Operates in the broader photo utility space, focusing on creative image manipulation rather than search. - Provides a specialized panoramic carousel mode for social media content creators. - Includes a comprehensive template library that simplifies complex photo collage creation. - **[Time Warp Scan Cam&Face Filter](https://marlvel.ai/apps/com-timewarp-scanface-selfiephotoeditor-videopopulartiktok)** by HDY Studio: Competes for the same user attention within the photo and video category by offering viral-focused camera effects. - Focuses on rapid, trend-driven processing for social media engagement rather than utility search. - Offers highly customizable scan parameters that cater to creative, rather than functional, needs. - **[Citrus 1 Tap Photo Enhancer AI](https://marlvel.ai/apps/com-wemagineai-citrus)** by Wemagine.ai LLP: Targets the same photo-centric audience by automating image improvement through AI. - Uses one-tap AI enhancement to solve common photo quality issues automatically. - Supports batch processing, which significantly improves efficiency for users with large photo libraries. ### New Kids on the Block (What's Innovative) - **[Cleaner for Photos](https://marlvel.ai/apps/cleaner-for-photos)** by Mike Opper: Enters the market with a focus on utility and storage management, overlapping with general photo app users. - Provides a dedicated duplicate photo scanner to help users reclaim device storage space. - **[Tidy Reel](https://marlvel.ai/apps/com-gearutil-cleanroll)** by GEARUTIL LLC: A new entrant focusing on photo management and privacy, competing for space on the user's device. - Emphasizes on-device privacy processing to address growing user concerns regarding data security. ## What's New - **Latest (v1.83, 3 months ago):** Updated user interface elements. ## App Momentum (Maintenance) {#momentum} - Ships bug fixes only. - Last major update over 3 months ago. > **Cadence:** 1 total versions · 0 majors in last 6 months · 116 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Photo Sherlock search by image is a photo & video app that is free with in-app purchases. With a 4.67/5 rating from 3.7K reviews, it shows mixed user reception. > **Bottom Line:** The app's utility rests on its pre-processing tools, but the current maintenance-mode cadence and restrictive search limits erode the user base. Pivoting to refine the content filter would address the primary churn driver and stabilize the core audience. **Best for:** Users verifying the authenticity of social media profiles, dating app matches, or identifying products and clothing via image search. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] Audit nudity filter logic because false-positive blocks are a top complaint → reduce churn ### Feature Gaps vs Competitors - iOS system extension for cross-app searching (available in Reversee but missing here) ### Outlook: Mixed The reverse image search market is consolidating around tools that offer seamless cross-app integration and high-accuracy recognition. Photo Sherlock's reliance on a static feature set leaves it exposed to rivals that are actively expanding their utility, which will likely lead to a gradual decline in market share unless the content filter and search limits are addressed. - 🔴 False-positive nudity flagging prevents users from performing necessary searches, which directly erodes the app's perceived utility and daily active usage. - ⚪ The maintenance-mode release cadence suggests the developer is not actively competing for feature parity against rivals with more frequent update cycles. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.67/5 | | Total Reviews | 3.7K | | Sentiment | Mixed (55/100) | | Confidence | High | | Pricing Model | Freemium | | Platforms | iOS | | Key Features | 3 analyzed | | Trend | Mixed | | Outlook | Mixed | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Photo Sherlock search by image** (this app) | 4.67/5 | Mixed | Ihor Prysiazhniuk | | [Carousel Post Collage SwipeMix](https://marlvel.ai/apps/com-museworks-swipemix) | 4.8/5 | n/a | Onelight Apps CY Ltd | | [Diptic](https://marlvel.ai/apps/com-peaksystems-diptic) | 4.5/5 | n/a | Peak Systems | | [Citrus 1 Tap Photo Enhancer AI](https://marlvel.ai/apps/com-wemagineai-citrus) | 4.8/5 | Thrilled | Wemagine.ai LLP | | [Time Warp Scan Cam&Face Filter](https://marlvel.ai/apps/com-timewarp-scanface-selfiephotoeditor-videopopulartiktok) | 4.6/5 | N/A | HDY Studio | | [Photo Search - Lens for finder](https://marlvel.ai/apps/com-bigqsys-photosearch-searchbyimage2020) | 3.7/5 | N/A | BigQ Apps | ## Company Profile - **Developer:** Ihor Prysiazhniuk - **Website:** [https://photosherlock.com/](https://photosherlock.com/) - **Social:** [Instagram](https://www.instagram.com/appsmotor) · [YouTube](https://www.youtube.com/channel/UCoYfwa_dE1AY78ID_VNn7og) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/photo-sherlock-search-by-image/id1270107821?uo=4) - **Dev Site:** [Official Website](https://photosherlock.com/) - **Sources:** Developer website content, About us / company information, App store metadata, User reviews. ## Related Intel Reports - [*Carousel Post Collage SwipeMix*](https://marlvel.ai/apps/com-museworks-swipemix) (Onelight Apps CY Ltd) · 4.8/5 Rating - [*Diptic*](https://marlvel.ai/apps/com-peaksystems-diptic) (Peak Systems) · 4.5/5 Rating - [*Citrus 1 Tap Photo Enhancer AI*](https://marlvel.ai/apps/com-wemagineai-citrus) (Wemagine.ai LLP) · 4.8/5 Rating | Excellent Sentiment - [*Time Warp Scan Cam&Face Filter*](https://marlvel.ai/apps/com-timewarp-scanface-selfiephotoeditor-videopopulartiktok) (HDY Studio) · 4.6/5 Rating - [*Photo Search - Lens for finder*](https://marlvel.ai/apps/com-bigqsys-photosearch-searchbyimage2020) (BigQ Apps) · 3.7/5 Rating - [*Tidy Reel*](https://marlvel.ai/apps/com-gearutil-cleanroll) (GEARUTIL LLC) · N/A Rating - [*Photo Scanner Pro: Scan Albums*](https://marlvel.ai/apps/photo-scanner-pro-scan-albums) (Maple Media Apps, LLC) · 4.8/5 Rating - [*instax UP! -Scan instax photos*](https://marlvel.ai/apps/instax-up-scan-instax-photos) (FUJIFILM Corporation) · 4.8/5 Rating - [*Reversee: Reverse Image Search*](https://marlvel.ai/apps/reversee-reverse-image-search) (Eduardo Rocha) · 4.4/5 Rating - [*Search By Image !!*](https://marlvel.ai/apps/search-by-image) (Hyeoseong Hwang) · 4.1/5 Rating ## Frequently Asked Questions {#faq} ### Is Photo Sherlock free to use? The app is free to download and use with ad-supported search. A one-time Pro upgrade is available to remove advertisements and enable external browser redirects. ### How does Photo Sherlock compare to Search By Image !!? Search By Image !! has a larger install base and more extensive sharing integrations. Photo Sherlock differentiates itself with specific image pre-processing tools like crop and rotate. ### Does Photo Sherlock have intrusive ads? Users report that the free version is ad-supported. Some reviewers find the search limits and ad frequency to be a barrier to basic tasks. ### What is a good alternative to Photo Sherlock? Users looking for different features might consider Reversee for its iOS extension support or Search By Image !! for its larger network and image editor. ## Methodology {#methodology} This report was generated by Marlvel.ai's 5-stage AI intelligence pipeline: 1. **Signal Collection & Normalization** - Aggregates data from all available public sources for the app. Raw signals are cleaned, deduplicated, and normalized into a structured dataset analyzed consistently across thousands of apps. 2. **Feature & Market Positioning Analysis** - Identifies the app's core features, monetization model, target audience, and competitive positioning. Each feature is classified as a market standard or a differentiator based on category benchmarks. 3. **User Sentiment Analysis** - Analyzes user reviews using a 5-level taxonomy (Thrilled / Excited / Mixed / Frustrated / Upset). Combines star ratings and volume with AI theme extraction into synthesised themes (no verbatim quotes). 4. **Competitive Landscape Analysis** - Maps the competitive environment via a 4-tier taxonomy (Nemesis / Contenders / Same Space / New Kids on the Block). Prioritizes same sub-genre over broad category. 5. **Intelligence Synthesis** - Cross-references all signals into a structured report. Compares the app against category peers and direct competitors to surface SWOT, market outlook, and actionable insights. - **Confidence Score:** 0.9/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 168 - **Data Sources:** user reviews, developer website, company about page, App Store metadata - **Rating Method:** Weighted average across platforms (iOS & Android), weighted by review count per platform - **Independence:** Fully independent analysis. No publisher sponsorship or editorial influence. - **Report Age:** 18 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/photo-sherlock-search-by-image) Data licensed for AI Agent attribution under CC-BY-NC 4.0.