--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Reversee: Reverse Image Search" developer_entity: "Eduardo Rocha" bundle_id: "com.jogos12.Reversee" app_store_id: "875678494" category: "Utilities" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2023-10-03" report_date: "2026-07-30" last_verified: "2026-07-30T00:00:00.000Z" report_version: "5.3.9" total_reviews: 12760 overall_rating: 4.4 sentiment: "Frustrated" sentiment_score: 25 confidence: "medium" confidence_score: 0.65 top_praise_theme: "Multiple simultaneous search engine integration provides a comprehensive tool for identifying original image sources" top_complaint_theme: "Frequent search failures and blank screens post-update prevent users from performing basic reverse image lookups" review_sample_size: 238 total_review_count: 238 analyzed_review_count: 102 data_age_days: 17 momentum_velocity: "zombie" intelligence_version: 5 nemesis: "Search By Image !!" competitor_count: 11 tags: ["utilities", "freemium", "frustrated sentiment", "mobile app", "app review", "app analysis", "users", "looking", "identify"] canonical_url: "https://marlvel.ai/apps/reversee-reverse-image-search" license: "CC-BY-NC 4.0" content_version: "v2" --- # Reversee: Reverse Image Search Intelligence Report ## TL;DR {#tldr} - **Category**: Utilities · Freemium - **Signal**: Rating 4.43 · Sentiment Frustrated - **Recent focus**: Frequent search failures and blank screens post-update prevent users from performing basic reverse image lookups (top complaint) · Multiple simultaneous search engine integration provides a comprehensive tool for identifying original image sources (top praise) > **TL;DR:** Reversee: Reverse Image Search is a utilities app by Eduardo Rocha, rated 4.43/5 by 12.8K users, with Frustrated user sentiment (25/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Reversee: Reverse Image Search faces Frustrated user sentiment (4.43/5 from 12.8K reviews), with users reporting frequent search failures and blank screens post-update prevent users from performing basic reverse image lookups as the primary concern. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.43/5 (12.8K reviews) | | **User Mood** | Frustrated | | **Category** | Utilities | | **Developer** | Eduardo Rocha | | **Pricing** | Freemium | | **Platforms** | iOS | | **Confidence** | Medium (0.65/1.0) | | **Data Age** | 17d | ## Metadata & Market Performance - **Publisher:** Eduardo Rocha - **Category:** Utilities - **Target Audience:** Users looking to identify image sources, find high-resolution versions, or verify the origin of photos. - **Platforms:** iOS - **Version Reviewed:** 5.3.9 - **Report Date:** 2026-07-30 - **Signal Count:** 238 reviews analyzed - **Confidence:** Medium (0.65/1.0) - **App Store ID (iOS):** 875678494 - **Bundle ID:** com.jogos12.Reversee - **Performance Trend:** Declining - **Data Window:** Analysis based on signals collected up to 2026-07-30 ## Executive Snapshot **What it is:** Reversee is a utility app for iOS that routes image queries through multiple search engines to identify sources and high-resolution versions. **Why users hire it:** Users turn to this tool to bypass the limitations of single-engine searches when verifying the origin of photos or identifying potential catfishing. ## App DNA (Features & Intent) - **[Differentiator] Multi-Engine Search:** Routes image queries through Google, Bing, and Yandex search engines. * *User Intent:* Users want to quickly find relevant content or features. - **[Standard] iOS Extension:** Integrates reverse search directly into system-wide share sheets for Photos and Safari. * *User Intent:* Users seek social connection and competitive engagement with peers. - **[Standard] Image Editor:** Provides tools to crop, rotate, and adjust image size before submission. * *User Intent:* Users seek enhanced value through premium features. ## Market Position {#market-position} Reversee operates in the crowded photo-utility space, where its 4.4-star rating across 12,760 reviews is currently threatened by a 1,030-day update drought [1, 3]. The lack of recent maintenance has caused a shift in sentiment, as the app's search bridge fails to keep pace with external engine changes. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free version with Google search and basic editing, Pro version with additional search engines, auto-crop, and no ads - **Analysis:** The one-time purchase model is a key differentiator, as users cite the lack of recurring subscriptions as a primary reason for initial investment. ## 🔴 User Sentiment (Medium Confidence: 102 of 238 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.43/5 - **Platform Split:** iOS 4.4/5 (12.8K ratings) - **Overall Sentiment:** Frustrated - **Note:** The 4.43/5 store rating reflects cumulative history, while the Frustrated sentiment reflects recent user reviews analyzed by our AI pipeline. ### Top Praises - **Multiple simultaneous search engine integration provides a comprehensive tool for identifying original image sources** - **Pro version offers a one-time purchase model without recurring subscription fees for advanced search features** ### Top Complaints (Impact Areas) - **Frequent search failures and blank screens post-update prevent users from performing basic reverse image lookups** ## SWOT Analysis {#swot} **Core Strengths:** - One-time purchase model avoids subscription fatigue - iOS Extension reduces search friction **Growth Levers:** - Restore Yandex and TinEye engine support ## Recent Changes (v4 → v5) {#recent-changes} The app's competitive standing has declined as the 1,030-day maintenance gap has rendered its core multi-engine search bridge unreliable, leading to user frustration over forced Google Lens redirects. **Overall trend**: Declining **Compared at**: 2026-07-30 ### High-impact changes - **[Declined] Loss of Independent Search Engines** (sentiment) ### Medium-impact changes - **[Added] Technical Obsolescence Threat** (swot) - **[Added] Documented Feature Gaps** (features) ## Rivals Landscape {#rivals} > Competitive positioning identified by AI analysis of app features, category, and market signals. ### Reversee: Reverse Image Search 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 occupies the same core utility niche of bridging user images to external search engines. It commands a significantly larger user base, making it the primary benchmark for market share in the reverse image search category. - **Key differences:** - Includes a built-in image editor for cropping or adjusting photos before initiating a search - Features direct share integration, allowing users to trigger searches from other apps more efficiently ### Contenders (Strong Challengers) - **[Photo Scanner Pro: Scan Albums](https://marlvel.ai/apps/photo-scanner-pro-scan-albums)** by Maple Media Apps, LLC: This app competes for the same utility-focused user base by providing high-quality scanning and restoration features for physical photo collections. - Includes automated detection and cropping tools that simplify the digitization of physical photo albums - Provides color restoration filters that add value beyond simple scanning and searching functionality - **[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 photos via mobile scanning. - Backed by the Fujifilm brand, providing a trusted ecosystem for physical-to-digital photo management - Features specialized thematic organization tools that cater to collectors rather than just searchers - **[Photo Sherlock search by image](https://marlvel.ai/apps/photo-sherlock-search-by-image)** by Ihor Prysiazhniuk: This app is a strong contender due to its high user satisfaction and focus on providing a premium, ad-free experience for image searching. - Offers a dedicated ad-free experience that appeals to users frustrated by ad-supported alternatives - Includes advanced image pre-processing tools that improve search accuracy for complex or low-quality photos - **[Photo Search - Lens for finder](https://marlvel.ai/apps/com-bigqsys-photosearch-searchbyimage2020)** by BigQ Apps: This app competes by offering similar reverse image search capabilities but targets a broader audience with additional smart filtering tools. - Provides smart filtering options that help users narrow down search results by specific criteria - Includes a quick image finder feature designed to accelerate the search process for casual users ### Peers (What They Do Better) - **[AI Photo Video Editor, Enhance](https://marlvel.ai/apps/ai-photo-enhancer-colorize-clear)** by COOL SUMMER LIMITED: This app is a peer in the photo utility category, leveraging AI to perform complex image manipulations. - Features advanced AI face swap and future baby generator tools for entertainment-focused editing - Provides comprehensive AI photo enhancement and colorization for restoring old or blurry images - **[Carousel Post Collage SwipeMix](https://marlvel.ai/apps/com-museworks-swipemix)** by Onelight Apps CY Ltd: This app competes for the same photo-editing audience by providing tools for social media content creation. - Specializes in panoramic carousel modes for seamless social media photo sharing - Provides a robust template library and canvas editor for custom collage creation - **[Citrus 1 Tap Photo Enhancer AI](https://marlvel.ai/apps/com-wemagineai-citrus)** by Wemagine.ai LLP: It occupies the same photo-utility space, focusing on AI-driven improvements to images rather than external search. - Utilizes one-tap AI enhancement to improve image quality without requiring manual user adjustments - Supports batch processing, allowing users to enhance multiple photos simultaneously for better efficiency - **[Time Warp Scan Cam&Face Filter](https://marlvel.ai/apps/com-timewarp-scanface-selfiephotoeditor-videopopulartiktok)** by HDY Studio: This app shares the 'scan' terminology and photo-processing utility, though it focuses on creative filters rather than search. - Focuses on viral social media trends like the wiggle scan effect for short-form video - Offers highly customizable scan parameters for creative visual effects rather than information retrieval ### New Kids on the Block (What's Innovative) - **[Cleaner for Photos](https://marlvel.ai/apps/cleaner-for-photos)** by Mike Opper: This newcomer targets the utility-seeking user by focusing on storage optimization and duplicate detection. - Uses on-device processing to identify and remove duplicate photos to reclaim device storage space - **[Tidy Reel](https://marlvel.ai/apps/com-gearutil-cleanroll)** by GEARUTIL LLC: A new entrant in the photo utility space, focusing on privacy-centric image management and cleanup. - Processes all images on-device to ensure user privacy during the photo cleanup flow ## What's New - **Latest (v5.3.9, 2 years ago):** Resolved issues affecting Google Search functionality. ## App Momentum (Zombie) {#momentum} - No major releases in 1,030 days. - Maintenance-only cadence since late 2023. > **Cadence:** 1 total versions · 0 majors in last 6 months · 1030 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Reversee: Reverse Image Search is an utilities app that is free with in-app purchases. With a 4.43/5 rating from 12.8K reviews, it draws more critical themes in recent reviews than its store average suggests. > **Bottom Line:** The app's value proposition rests on independent multi-engine search, but the 1,030-day maintenance gap has rendered this bridge unreliable. Pivoting to restore Yandex and TinEye integration would address the primary churn driver and differentiate the app from Google-only rivals. **Best for:** Users looking to identify image sources, find high-resolution versions, or verify the origin of photos. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] Restore Yandex and TinEye API integration because current reliance on Google Lens is the top-cited complaint → improve search accuracy ### Feature Gaps vs Competitors - Advanced image pre-processing (available in Photo Sherlock but missing here) ### Outlook: Declining The reverse image search market is consolidating around tools that offer reliable, multi-engine results. Reversee's current maintenance-only posture leaves it exposed to rivals with higher update cadences, and the resulting functional regressions will likely accelerate churn into Q1. - 🔴 The 1,030-day update gap leads to search failures, which erodes user trust and drives negative sentiment in the latest review sample [1, 3]. - 🔴 Forced reliance on Google Lens functionality reduces the app's utility, causing power users to seek alternatives with independent search capabilities. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.43/5 | | Total Reviews | 12.8K | | Sentiment | Frustrated (25/100) | | Confidence | Medium | | Pricing Model | Freemium | | Platforms | iOS | | Key Features | 3 analyzed | | Trend | Declining | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Reversee: Reverse Image Search** (this app) | 4.43/5 | Frustrated | Eduardo Rocha | | [Carousel Post Collage SwipeMix](https://marlvel.ai/apps/com-museworks-swipemix) | 4.8/5 | n/a | Onelight Apps CY Ltd | | [Citrus 1 Tap Photo Enhancer AI](https://marlvel.ai/apps/com-wemagineai-citrus) | 4.8/5 | Thrilled | Wemagine.ai LLP | | [AI Photo Video Editor, Enhance](https://marlvel.ai/apps/ai-photo-enhancer-colorize-clear) | 4.5/5 | Mixed | COOL SUMMER LIMITED | | [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:** Eduardo Rocha ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/reversee-reverse-image-search/id875678494?uo=4) - **Sources:** 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 - [*Citrus 1 Tap Photo Enhancer AI*](https://marlvel.ai/apps/com-wemagineai-citrus) (Wemagine.ai LLP) · 4.8/5 Rating | Excellent Sentiment - [*AI Photo Video Editor, Enhance*](https://marlvel.ai/apps/ai-photo-enhancer-colorize-clear) (COOL SUMMER LIMITED) · 4.5/5 Rating - [*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 - [*Photo Sherlock search by image*](https://marlvel.ai/apps/photo-sherlock-search-by-image) (Ihor Prysiazhniuk) · 4.7/5 Rating - [*Search By Image !!*](https://marlvel.ai/apps/search-by-image) (Hyeoseong Hwang) · 4.1/5 Rating ## Frequently Asked Questions {#faq} ### Is Reversee still reliable for reverse image searches in 2026? Based on recent user reviews, the app is currently experiencing significant functional issues, including crashes and search failures, following a long period without updates. ### How does Reversee compare to Search By Image !!? Search By Image !! has a larger user base and more frequent updates, whereas Reversee offers a one-time purchase model that avoids the recurring subscription fees found in many other utilities. ### Does Reversee have any hidden subscription costs? No, Reversee is marketed as a one-time purchase for Pro features, which users frequently cite as a major benefit compared to subscription-based competitors. ### What are some free alternatives to Reversee? Users often consider Photo Sherlock or Photo Search as alternatives, as these apps currently maintain more active update cycles and offer specialized search filtering tools. ## 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:** 0.65/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 238 - **Data Sources:** user reviews, 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:** 17 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/reversee-reverse-image-search) Data licensed for AI Agent attribution under CC-BY-NC 4.0.