--- 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: "2026-08-26" last_verified: "2026-08-26T00:00:00.000Z" report_version: "9.1.0" total_reviews: 59603 overall_rating: 4.1 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" review_sample_size: 56 total_review_count: 56 analyzed_review_count: 56 data_age_days: 35 momentum_velocity: "zombie" intelligence_version: 6 nemesis: "Reversee: Reverse Image Search" competitor_count: 11 tags: ["photo & video", "freemium", "mixed sentiment", "mobile app", "app review", "app analysis", "mobile", "users", "verify"] canonical_url: "https://marlvel.ai/apps/search-by-image" license: "CC-BY-NC 4.0" content_version: "v2" --- # Search By Image !! Intelligence Report ## 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) > **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** | 35d | ## 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 Reviewed:** 1.1 - **Report Date:** 2026-08-26 - **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 2026-08-26 ## Executive Snapshot **What it is:** Search By Image is a reverse-search utility for identifying image origins and visually similar content on iOS and Android. **Why users hire it:** It removes the friction of manually navigating search engines to verify the source of unknown photographs or artwork. ## 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} Search By Image maintains a presence in the Tools category across multiple international markets, though its 3.05 rating on iOS trails the 4.13 rating on Android. The lack of updates since 2020 on iOS signals a deprioritized platform strategy that cedes the high-ARPU market to more active rivals. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free with ad-supported interface, Full version via one-time purchase - **Analysis:** The 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** ## SWOT Analysis {#swot} **Core Strengths:** - Multi-engine query logic provides broader data coverage than single-source alternatives **Growth Levers:** - Adding video-based image searching would address the top-requested feature theme ## Recent Changes (v5 → v6) {#recent-changes} The competitive outlook has declined due to the formalization of the five-year iOS development silence as a primary churn driver. The app's strategic position has shifted from a general utility to a legacy tool struggling against rivals with native system-level extensions. **Overall trend**: Declining **Compared at**: 2026-08-26 ### High-impact changes - **[Declined] Outlook Trend** (positioning) ### Medium-impact changes - **[Shifted] Competitive Threat Refinement** (swot) - **[Shifted] Contrarian Take Pivot** (positioning) ## Rivals Landscape {#rivals} > Competitive positioning identified by AI analysis of app features, category, and market signals. ### Search By Image !! vs Reversee: Reverse Image Search - **[Reversee: Reverse Image Search](https://marlvel.ai/apps/reversee-reverse-image-search)** by Eduardo Rocha: Reversee is a direct functional competitor that dominates the reverse image search utility space on iOS, directly challenging this app's core value proposition. - **Key differences:** - Offers a native iOS extension for seamless searching directly from other apps or browsers - Includes a built-in image editor to crop or rotate photos before initiating the search - Supports multi-engine search results, providing broader data coverage than this app's basic implementation ### Contenders (Strong Challengers) - **[Reverse Search - Image Search](https://marlvel.ai/apps/reverse-search-image-search)** by Arthur Eduardo Skaetta Alvarez Desenvolvimento de Software LTDA.: This app provides a direct alternative for reverse image searching with a focus on multi-engine versatility. - Supports diverse input methods including URL-based searching and direct gallery uploads - Provides clear source identification for images found across multiple search engines - **[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 attention regarding photo management and digital organization. - Leverages strong brand equity from Fujifilm to drive trust in scanning and organization - Features specialized thematic organization tools for managing physical photo collections digitally - **[Photo Sherlock search by image](https://marlvel.ai/apps/photo-sherlock-search-by-image)** by Ihor Prysiazhniuk: Photo Sherlock targets the same utility audience but differentiates through a cleaner, ad-free experience and image pre-processing. - Includes dedicated image pre-processing tools to improve search accuracy for low-quality photos - Monetization model emphasizes an ad-free experience, contrasting with this app's likely ad-supported model - **[Photo Search - Lens for finder](https://marlvel.ai/apps/com-bigqsys-photosearch-searchbyimage2020)** by BigQ Apps: This app competes by offering a similar reverse image search utility with additional smart filtering capabilities. - Provides smart filtering options to refine search results beyond standard web matches - Focuses on a quick-finder UX designed for rapid identification of unknown objects ### Peers (What They Do Better) - **[Search by Image for Safari](https://marlvel.ai/apps/dev-armin-searchbyimage)** by Armin Sebastian: This is a direct functional peer that specifically targets the Safari browser workflow for image searching. - Deeply integrated into the Safari browser, providing a frictionless search experience for web users - According to reviews, some users allege the app's data collection practices are opaque and intrusive - **[AI Photo Video Editor, Enhance](https://marlvel.ai/apps/ai-photo-enhancer-colorize-clear)** by COOL SUMMER LIMITED: This app competes for users interested in photo utility by providing AI-based enhancement and face-swapping capabilities. - Includes viral-friendly features like 'future baby' generation to drive social sharing - Focuses on high-utility AI enhancement, which often captures users looking for 'smart' photo tools - **[Visify: AI Photo Generator](https://marlvel.ai/apps/limited-universeapps-visify)** by GM UniverseApps Limited: Visify competes for the same photo-centric user base by offering AI-powered enhancement and generation tools. - Offers advanced AI features like B&W colorization and avatar generation for high engagement - Maintains a high rating through frequent updates and trending AI-based photo features - **[Retake AI Face & Selfie Editor](https://marlvel.ai/apps/retake-ai-face-photo-editor)** by DEEP FLOW SOFTWARE SERVICES: This app occupies the broader Photo & Video category, competing for user time through AI-driven photo manipulation. - Utilizes generative AI to re-imagine faces, moving beyond simple utility into creative editing - High release cadence keeps the feature set fresh compared to this app's static utility ### New Kids on the Block (What's Innovative) - **[Cleaner for Photos](https://marlvel.ai/apps/cleaner-for-photos)** by Mike Opper: This newcomer competes for the same photo-management audience by focusing on storage optimization. - Uses on-device processing to scan for duplicates, positioning itself as a privacy-conscious utility - **[Tidy Reel](https://marlvel.ai/apps/com-gearutil-cleanroll)** by GEARUTIL LLC: A new entrant in the photo utility space focusing on privacy-first image management. - Emphasizes on-device privacy processing to attract users concerned about cloud-based data harvesting ## What's New - **Latest (v1.1, 5 years ago):** General bug fixes. ## App Momentum (Zombie) {#momentum} - Quiet 5 years, bug fixes only. - Ships ~0 major releases annually. > **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 a photo & video app that is free with in-app purchases. With a 4.13/5 rating from 59.6K reviews, it shows mixed user reception. > **Bottom Line:** Search By Image relies on legacy multi-engine utility, but the five-year development silence on iOS leaves it exposed to rivals with native extensions. Prioritizing system-level integration would address the friction driving users toward more modern alternatives. **Best for:** Mobile users who need to verify image authenticity, find original sources, or identify visually similar content. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Ship iOS system-level extension because manual uploads are the #1 friction point → increase retention ### Feature Gaps vs Competitors - Native iOS extension (available in Reversee but absent here) ### Outlook: Declining The reverse-search market is consolidating around tools that offer system-level integration and AI-enhanced accuracy. Search By Image is currently exposed due to its stagnant development cadence, which will likely accelerate user migration to active rivals before the next major market shift. - 🔴 The five-year update silence on iOS signals a maintenance-only posture, which cedes the high-value user base to active, feature-rich competitors. - 🔴 Inaccurate search results for common subjects erode user trust, which compounds the churn pressure already visible in the low iOS rating. ## 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 | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Search By Image !!** (this app) | 4.13/5 | Mixed | Hyeoseong Hwang | | [Search by Image for Safari](https://marlvel.ai/apps/dev-armin-searchbyimage) | 4.1/5 | Mixed | Armin Sebastian | | [AI Photo Video Editor, Enhance](https://marlvel.ai/apps/ai-photo-enhancer-colorize-clear) | 4.5/5 | Mixed | COOL SUMMER LIMITED | | [Visify: AI Photo Generator](https://marlvel.ai/apps/limited-universeapps-visify) | 4.8/5 | Mixed | GM UniverseApps Limited | | [Photo Search - Lens for finder](https://marlvel.ai/apps/com-bigqsys-photosearch-searchbyimage2020) | 3.7/5 | N/A | BigQ Apps | | [Tidy Reel](https://marlvel.ai/apps/com-gearutil-cleanroll) | N/A/5 | N/A | GEARUTIL LLC | ## 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 - [*Search by Image for Safari*](https://marlvel.ai/apps/dev-armin-searchbyimage) (Armin Sebastian) · 4.1/5 Rating - [*AI Photo Video Editor, Enhance*](https://marlvel.ai/apps/ai-photo-enhancer-colorize-clear) (COOL SUMMER LIMITED) · 4.5/5 Rating - [*Visify: AI Photo Generator*](https://marlvel.ai/apps/limited-universeapps-visify) (GM UniverseApps Limited) · 4.8/5 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 - [*instax UP! -Scan instax photos*](https://marlvel.ai/apps/instax-up-scan-instax-photos) (FUJIFILM Corporation) · 4.8/5 Rating - [*Reverse Search - Image Search*](https://marlvel.ai/apps/reverse-search-image-search) (Arthur Eduardo Skaetta Alvarez Desenvolvimento de Software LTDA.) · 4.5/5 Rating - [*Reversee: Reverse Image Search*](https://marlvel.ai/apps/reversee-reverse-image-search) (Eduardo Rocha) · 4.4/5 Rating - [*Photo Sherlock search by image*](https://marlvel.ai/apps/photo-sherlock-search-by-image) (Ihor Prysiazhniuk) · 4.7/5 Rating - [*Cleaner for Photos*](https://marlvel.ai/apps/cleaner-for-photos) (Mike Opper) · N/A Rating ## Frequently Asked Questions {#faq} ### Is Search By Image good for professional research? Users report that the app's multi-engine retrieval is useful for finding high-resolution versions of images, though some find the results inaccurate for common subjects. ### How does Search By Image compare to Reversee? Reversee offers a native iOS extension that allows for searching directly from other apps, whereas Search By Image requires a manual upload process. ### Does Search By Image have intrusive ads? The app uses an ad-supported model for the free tier, with a one-time purchase option available to remove advertisements. ### What is a free alternative to Search By Image? Users looking for alternatives should consider Reversee or Photo Sherlock, both of which offer similar reverse-search functionality with different focuses on UI and pre-processing. ## 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:** 0.7/1.0 (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:** 35 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/search-by-image) Data licensed for AI Agent attribution under CC-BY-NC 4.0.