--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Search By Image !!" developer_entity: "Hyeoseong Hwang" bundle_id: "com.ibluegene.SearchByImage" app_store_id: "1099395468" google_play_id: "com.palmteam.imagesearch" category: "Photo & Video" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2026-03-26" report_date: "2026-06-21" last_verified: "2026-06-21T19:40:23.318Z" report_version: "1.1" total_reviews: 59603 overall_rating: 4.13 sentiment: "Mixed" sentiment_score: 55 confidence: "high" confidence_score: 0.7 top_praise_theme: "High-resolution image retrieval capabilities provide significant utility for professional and creative research tasks" top_complaint_theme: "Inaccurate search results and failure to identify famous subjects frustrate users during standard queries" top_request_theme: "Expanded media support to include video-based image searching for more comprehensive identification results" review_sample_size: 56 total_review_count: 56 analyzed_review_count: 56 data_age_days: 5 momentum_velocity: "zombie" intelligence_version: 5 nemesis: "Image Downloader for Safari" competitor_count: 11 tags: ["photo & video", "freemium", "mixed sentiment", "mobile app", "app review", "app analysis", "mobile", "users", "verify"] canonical_url: "https://marlvel.ai/intel-report/photo-video/search-by-image" license: "CC-BY-NC 4.0" content_version: "v2" --- # Search By Image !! App Audit ## TL;DR {#tldr} - **Category**: Photo & Video · Freemium - **Signal**: Rating 4.13 · Sentiment Mixed - **Recent focus**: Inaccurate search results and failure to identify famous subjects frustrate users during standard queries (top complaint) · High-resolution image retrieval capabilities provide significant utility for professional and creative research tasks (top praise) · Expanded media support to include video-based image searching for more comprehensive identification results (top request) > **TL;DR:** Search By Image !! is a photo & video app by Hyeoseong Hwang, rated 4.13/5 by 59.6K users, with Mixed user sentiment (55/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** — Independent analysis. US Market. No publisher influence. > **Key Insight:** Search By Image !! shows Mixed sentiment (4.13/5 from 59.6K reviews) — users praise high-resolution image retrieval capabilities provide significant utility for professional and creative research tasks but report issues with inaccurate search results and failure to identify famous subjects frustrate users during standard queries. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.13/5 (59.6K reviews) | | **User Mood** | Mixed | | **Category** | Photo & Video | | **Developer** | Hyeoseong Hwang | | **Pricing** | Freemium | | **Platforms** | iOS & Android | | **Confidence** | High (0.7/1.0) | | **Data Age** | 0d | ## Metadata & Market Performance - **Publisher:** Hyeoseong Hwang - **Category:** Photo & Video - **Target Audience:** Mobile users who need to verify image authenticity, find original sources, or identify visually similar content. - **Platforms:** iOS & Android - **Version Audited:** 1.1 - **Audit Date:** 2026-06-21 - **Signal Count:** 56 reviews analyzed - **Confidence:** High (0.7/1.0) - **App Store ID (iOS):** 1099395468 - **Bundle ID:** com.ibluegene.SearchByImage - **Google Play ID:** com.palmteam.imagesearch - **Performance Trend:** Declining - **Data Window:** Analysis based on signals collected up to 2026-06-21 ## Executive Snapshot **What it is:** Search By Image is a utility app for reverse image lookups on iOS and Android. **Why users hire it:** Users hire this app to identify image sources and biological specimens, but the current ad-heavy experience forces them to seek browser-native alternatives. ## App DNA (Features & Intent) - **[Standard] Reverse Image Search:** Queries multiple search engines simultaneously to identify image origins or visually similar content. * *User Intent:* Users want to quickly find relevant content or features. - **[Differentiator] In-App Image Editor:** Provides tools to rotate, flip, and crop images before initiating a search. * *User Intent:* Users want to quickly find relevant content or features. - **[Differentiator] Direct Share Integration:** Allows users to open images directly from other applications without saving to local storage. * *User Intent:* Users seek social connection and competitive engagement with peers. ## Market Position {#market-position} The app maintains a niche presence, holding a #152 Grossing rank in the Irish Tools category. The lack of top-tier chart presence suggests the current monetization model struggles to scale against browser-native competitors. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free with ad-supported interface, Full version via one-time purchase - **Analysis:** Freemium model relies on ad-inventory for the majority of users with a one-time purchase gate to remove ads. ## 🟡 User Sentiment (High Confidence: 56 of 56 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.13/5 - **Platform Split:** iOS 3.0/5 (20 ratings) | Android 4.1/5 (59.6K ratings) - **Overall Sentiment:** Mixed ### Top Praises - **High-resolution image retrieval capabilities provide significant utility for professional and creative research tasks** ### Top Complaints (Impact Areas) - **Inaccurate search results and failure to identify famous subjects frustrate users during standard queries** ### Top Requests (What Users Want) - **Expanded media support to include video-based image searching for more comprehensive identification results** ## SWOT Analysis {#swot} **Core Strengths:** - Single-purpose utility reduces cognitive load for identification tasks - One-time purchase model provides clear alternative to subscription-only rivals **Critical Frictions:** - 0.7★ rating gap between Android and iOS versions - Forced Cyrillic search results for non-Russian users - Aggressive ad-jamming complaints in recent feedback **Growth Levers:** - Localized search results for English-speaking markets - System-wide share sheet integration to reduce friction **Market Threats:** - Browser-native extensions capturing search intent - Aggressive ad-supported competitors lowering casual entry barrier ## Recent Changes (v4 → v5) {#recent-changes} The report now identifies forced Cyrillic search results and aggressive ad-monetization as primary churn drivers, forcing a pivot toward system-wide share sheet integration. **Overall trend**: Declining **Compared at**: 2026-06-21 ### High-impact changes - **[Added] Forced Cyrillic Results** (swot) — New weakness identified: non-Russian users are forced to view Cyrillic search results, driving significant churn. - **[Added] Aggressive Ad-Jamming** (swot) — New complaint theme: users report aggressive ad-monetization, now categorized as a primary weakness. ### Medium-impact changes - **[Shifted] Localization Focus** (positioning) — Executive summary now explicitly links churn to the lack of language localization rather than just search accuracy. - **[Added] Standalone Interface Inconvenience** (sentiment) — New FAQ entry highlights user frustration with the standalone app interface compared to browser-native alternatives. ## Rivals Landscape {#rivals} > Competitive positioning identified by AI analysis of app features, category, and market signals. ### Search By Image !! vs Image Downloader for Safari — Head to Head - **[Image Downloader for Safari](https://marlvel.ai/intel-report/utilities/com-pms-image-downloader)** by Pierre Stanislas: This app directly competes for the same utility-focused user base by streamlining the process of interacting with web-based imagery, effectively capturing the same 'search and extract' workflow. - **Key differences:** - Offers robust bulk download capabilities that significantly reduce time spent saving multiple individual web images - Provides a seamless Safari extension integration that feels native compared to the target's standalone app - Maintains a high-frequency update cadence that ensures compatibility with the latest iOS browser security standards - **Where Search By Image !! wins:** - ✅ Focuses specifically on reverse image search utility rather than general image file management - ✅ Provides a more streamlined, single-purpose interface for users who only need to identify image sources - **Where Image Downloader for Safari wins:** - ❌ Massive install base and review volume create a significant barrier to entry for new competitors - ❌ Superior browser integration allows for frictionless image detection without leaving the Safari environment - **Verdict:** The target must pivot toward a specialized 'search-first' UX or integrate deeper into system-wide share sheets to compete with the nemesis's browser-native convenience. ### Contenders (Strong Challengers) - **[Photo Sherlock search by image](https://marlvel.ai/intel-report/photo-video/photo-sherlock-search-by-image)** by Ihor Prysiazhniuk: This is a direct functional competitor that mirrors the target's core value proposition of reverse image searching. - Includes advanced image pre-processing tools that improve search accuracy for cropped or low-quality source images - Features custom camera integration allowing users to search physical objects directly from the app interface - **[Photo Search - Lens for finder](https://marlvel.ai/intel-report/tools/com-bigqsys-photosearch-searchbyimage2020)** by BigQ Apps: It targets the same user intent of identifying unknown images through a simplified search-by-image interface. - Implements smart filtering options that help users narrow down search results by specific image criteria - Provides a more aggressive, ad-supported monetization strategy that lowers the barrier for casual, one-time users - **[Reversee: Reverse Image Search](https://marlvel.ai/intel-report/utilities/reversee-reverse-image-search)** by Eduardo Rocha: A long-standing competitor that provides a more comprehensive suite of search engines for reverse image lookups. - Offers a powerful iOS extension that enables reverse searching directly from any app's share sheet - Includes built-in image editing tools that allow users to crop or rotate images before searching - **[CleanMy®Phone: Cleanup Storage](https://marlvel.ai/intel-report/utilities/com-macpaw-iosgemini)** by MacPaw Way Ltd: While focused on cleanup, it competes for the same 'Photo & Video' utility budget by offering advanced AI-driven image analysis. - Utilizes sophisticated on-device AI to categorize and delete duplicate or blurry photos automatically - Monetizes through a premium subscription model that funds continuous feature development and high-end UI polish ### Peers (What They Do Better) - **[Golden Hour App](https://marlvel.ai/intel-report/photo-video/golden-hour-app)** by Oleg Kan: Shares the 'Photo & Video' category, appealing to the same photography-enthusiast audience despite different core functionality. - Offers highly specialized offline functionality for photographers working in remote locations without cellular data - Provides precise sunlight phase calculations that serve as a critical tool for professional outdoor photography - **[Search by Image for Safari](https://marlvel.ai/intel-report/productivity/dev-armin-searchbyimage)** by Armin Sebastian: Occupies the same niche of browser-based image searching, competing for users who prioritize Safari integration. - Supports multiple search engine integrations, giving users more control over their preferred data source - Provides specialized image extraction modes that handle complex web layouts better than standard search tools - **[Timestamp Camera Basic](https://marlvel.ai/intel-report/photo-video/com-jeyluta-camera7free)** by 玉彬 陈: Competes for screen time within the 'Photo & Video' category by providing essential utility for image metadata. - Delivers millisecond-accurate metadata overlays that are essential for legal, construction, or professional documentation workflows - Supports custom watermark imports, allowing users to brand their photos directly within the capture process - **[myLightMeter PRO](https://marlvel.ai/intel-report/photo-video/com-dq-mylightmeterpro)** by David Quiles: Targets the same photography-focused demographic by providing technical tools for image capture and analysis. - Provides professional-grade incident and reflected light metering that exceeds the capabilities of standard camera apps - Includes a hyperfocal distance calculator that is a must-have utility for serious landscape and street photographers ### New Kids on the Block (What's Innovative) - **[Tidy Reel](https://marlvel.ai/intel-report/photo-video/com-gearutil-cleanroll)** by GEARUTIL LLC: A new entrant in the photo utility space that threatens to capture users looking for modern, privacy-focused image management. - Prioritizes user privacy by performing all image processing locally on the device without cloud uploads - **[Cleaner for Photos](https://marlvel.ai/intel-report/photo-video/cleaner-for-photos)** by Mike Opper: Enters the market with a focus on storage optimization, competing for the same user base interested in photo organization. - Features a dedicated duplicate photo scanner that simplifies the process of reclaiming device storage space ## What's New - **Latest (v1.1, 5 years ago):** General bug fixes. ## App Momentum (Zombie) {#momentum} - Ships general stability and bug fixes. - Maintains long-term maintenance-mode update cadence. > **Cadence:** 2 total versions · 0 majors in last 6 months · 49 days since last update · 1997 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} Search By Image !! is an established photo & video app that is free with in-app purchases. With a 4.13/5 rating from 59.6K reviews, it shows polarized user reception. > **Bottom Line:** The app provides essential reverse-image utility but suffers from poor localization and aggressive ad-monetization, so the PM must prioritize system-wide share sheet integration and language-toggle fixes to prevent churn to browser-native competitors. **Best for:** Mobile users who need to verify image authenticity, find original sources, or identify visually similar content. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] [HIGH IMPACT] Audit language settings to ensure English-default results because Cyrillic-only results are a top churn driver → improve retention. — *User feedback explicitly cites forced Cyrillic results as a primary frustration.* _(trade-off: deprioritize Pause the image-editor UI refresh — localization is a higher-impact retention lever.)_ - [ ] [INVEST] [HIGH IMPACT] Ship system-wide share sheet integration because it is a standard feature in competing tools → increase DAU/MAU ratio. — *Competitors like Reversee use this to capture users without leaving the browser.* _(trade-off: deprioritize Deprioritize the one-time purchase ad-free gate audit — share-sheet utility drives more organic growth.)_ ### Feature Gaps vs Competitors - System-wide share sheet integration (available in Reversee) - Advanced image pre-processing (available in Photo Sherlock) ### Outlook: Mixed The reverse image search market is consolidating around browser-native tools that remove the need for standalone apps. Without a shift toward deeper system integration, the app will continue to lose users to more convenient browser extensions. - 🔴 The latest update failed to address core search accuracy complaints, which continues to drive negative sentiment among the user base. - ⚪ Recent release activity is limited to stability improvements, indicating the product is in maintenance mode rather than active feature expansion. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.13/5 | | Total Reviews | 59.6K | | Sentiment | Mixed (55/100) | | Confidence | High | | Pricing Model | Freemium | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Trend | Declining | | Outlook | Mixed | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Search By Image !!** (this app) | 4.13/5 | Mixed | Hyeoseong Hwang | | [myLightMeter PRO](https://marlvel.ai/intel-report/photo-video/com-dq-mylightmeterpro) | 4.8/5 | N/A | David Quiles | | [Search by Image for Safari](https://marlvel.ai/intel-report/productivity/dev-armin-searchbyimage) | 4.1/5 | Mixed | Armin Sebastian | | [CleanMy®Phone: Cleanup Storage](https://marlvel.ai/intel-report/utilities/com-macpaw-iosgemini) | 4.6/5 | Mixed | MacPaw Way Ltd | | [Timestamp Camera Basic](https://marlvel.ai/intel-report/photo-video/com-jeyluta-camera7free) | 4.8/5 | Excited | 玉彬 陈 | | [Photo Search - Lens for finder](https://marlvel.ai/intel-report/tools/com-bigqsys-photosearch-searchbyimage2020) | 3.7/5 | N/A | BigQ Apps | ## Company Profile - **Developer:** Hyeoseong Hwang - **Website:** [https://www.ibluegene.com/](https://www.ibluegene.com/) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/search-by-image/id1099395468?uo=4) - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=com.palmteam.imagesearch&hl=en&gl=us) - **Dev Site:** [Official Website](https://www.ibluegene.com/) - **Sources:** Developer website content, App store metadata, User reviews. ## Related Intel Reports - [*myLightMeter PRO*](https://marlvel.ai/intel-report/photo-video/com-dq-mylightmeterpro) (David Quiles) — 4.8/5 Rating | N/A Sentiment - [*Search by Image for Safari*](https://marlvel.ai/intel-report/productivity/dev-armin-searchbyimage) (Armin Sebastian) — 4.1/5 Rating | Mixed Sentiment - [*CleanMy®Phone: Cleanup Storage*](https://marlvel.ai/intel-report/utilities/com-macpaw-iosgemini) (MacPaw Way Ltd) — 4.6/5 Rating | Mixed Sentiment - [*Timestamp Camera Basic*](https://marlvel.ai/intel-report/photo-video/com-jeyluta-camera7free) (玉彬 陈) — 4.8/5 Rating | Positive Sentiment - [*Photo Search - Lens for finder*](https://marlvel.ai/intel-report/tools/com-bigqsys-photosearch-searchbyimage2020) (BigQ Apps) — 3.7/5 Rating | N/A Sentiment - [*Tidy Reel*](https://marlvel.ai/intel-report/photo-video/com-gearutil-cleanroll) (GEARUTIL LLC) — N/A Rating | N/A Sentiment - [*Reversee: Reverse Image Search*](https://marlvel.ai/intel-report/utilities/reversee-reverse-image-search) (Eduardo Rocha) — 4.4/5 Rating | Negative Sentiment - [*Photo Sherlock search by image*](https://marlvel.ai/intel-report/photo-video/photo-sherlock-search-by-image) (Ihor Prysiazhniuk) — 4.7/5 Rating | Mixed Sentiment - [*Golden Hour App*](https://marlvel.ai/intel-report/photo-video/golden-hour-app) (Oleg Kan) — 5.0/5 Rating | Positive Sentiment - [*Cleaner for Photos*](https://marlvel.ai/intel-report/photo-video/cleaner-for-photos) (Mike Opper) — N/A Rating | N/A Sentiment ## Frequently Asked Questions {#faq} ### Is Search By Image free to use? Yes, the app is free with an ad-supported interface. Users can also make a one-time purchase to remove advertisements. ### Does Search By Image work for identifying people? Users report that the app frequently fails to identify famous individuals or return correct matches for common search inputs. ### How does this compare to browser-based search? Unlike browser-native tools or extensions, this app requires a standalone interface, which some users find less convenient for quick lookups. ### Are there free alternatives to this app? Yes, users often consider browser extensions or other dedicated reverse image search tools that offer better integration with mobile browsers. ## 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 and evidence quoting. 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:** 0.7/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 56 - **Data Sources:** user reviews, developer website, 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:** 0 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/intel-report/photo-video/search-by-image) Data licensed for AI Agent attribution under CC-BY-NC 4.0.