--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Veracity - Reverse Image Search" developer_entity: "Dimitris Roilidis" bundle_id: "com.codingcurious.Veracity" app_store_id: "870153874" category: "Utilities" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2017-03-30" report_date: "2026-08-26" last_verified: "2026-08-26T00:00:00.000Z" report_version: "1.4.8" total_reviews: 227 overall_rating: 2.2 sentiment: "Frustrated" sentiment_score: 30 confidence: "medium" confidence_score: 0.45 review_sample_size: 49 data_age_days: 36 momentum_velocity: "zombie" intelligence_version: 4 nemesis: "Search By Image !!" competitor_count: 11 tags: ["utilities", "free", "frustrated sentiment", "mobile app", "app review", "app analysis", "users", "seeking", "verify"] canonical_url: "https://marlvel.ai/apps/veracity-reverse-image-search" license: "CC-BY-NC 4.0" content_version: "v2" --- # Veracity - Reverse Image Search Intelligence Report ## TL;DR {#tldr} - **Category**: Utilities · Free - **Signal**: Rating 2.19 · Sentiment Frustrated > **TL;DR:** Veracity - Reverse Image Search is a utilities app by Dimitris Roilidis, rated 2.19/5 by 227 users, with Frustrated user sentiment (30/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Veracity - Reverse Image Search has Frustrated user sentiment with a 2.19/5 rating from 227 reviews. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 2.19/5 (227 reviews) | | **User Mood** | Frustrated | | **Category** | Utilities | | **Developer** | Dimitris Roilidis | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Medium (0.45/1.0) | | **Data Age** | 36d | ## Metadata & Market Performance - **Publisher:** Dimitris Roilidis - **Category:** Utilities - **Target Audience:** Users seeking to verify the authenticity of social media profiles or identify the origin of specific images. - **Platforms:** iOS - **Version Reviewed:** 1.4.8 - **Report Date:** 2026-08-26 - **Signal Count:** 49 reviews analyzed - **Confidence:** Medium (0.45/1.0) - **App Store ID (iOS):** 870153874 - **Bundle ID:** com.codingcurious.Veracity - **Performance Trend:** Declining - **Data Window:** Analysis based on signals collected up to 2026-08-26 ## Executive Snapshot **What it is:** Veracity is a reverse image search utility for iOS that identifies image subjects and traces web sources for uploaded photos. **Why users hire it:** Users open Veracity to verify the authenticity of social media profiles or identify the origin of specific images, but the app's long-term stagnation now forces them toward more capable alternatives. ## App DNA (Features & Intent) - **[Standard] Reverse Image Search:** Performs web-based lookups for image subjects using uploaded photos. * *User Intent:* Users want to quickly find relevant content or features. - **[Standard] Cross-Platform Source Discovery:** Identifies web locations of identical images, including cropped or edited versions. * *User Intent:* Users want to quickly find relevant content or features. - **[Differentiator] Social Profile Verification:** Detects fake profiles by cross-referencing user photos against web sources. * *User Intent:* Users seek social connection and competitive engagement with peers. ## Market Position {#market-position} Veracity holds a 2.19-star rating across 227 total ratings, reflecting significant user frustration with its aging codebase. The lack of updates for over 110 months places it at a severe disadvantage against rivals that maintain high update frequencies for iOS compatibility. ## Monetization Strategy - **Model:** Free - **Tiers:** Free - **Analysis:** Veracity is distributed as a free utility with no visible subscription or in-app purchase gates. ## 🔴 User Sentiment (Medium Confidence: 227 reviews) {#user-sentiment} - **Overall Rating:** 2.19/5 - **Platform Split:** iOS 2.2/5 (227 ratings) - **Overall Sentiment:** Frustrated ## SWOT Analysis {#swot} **Core Strengths:** - Single-purpose interface reduces cognitive load for basic reverse lookups **Growth Levers:** - Implementing multi-engine search would provide broader results, matching the capability of current market contenders ## Recent Changes (v3 → v4) {#recent-changes} The product strategy has pivoted from a maintenance-focused investment plan to a formal sunset recommendation. This shift acknowledges the nine-year development hiatus as an insurmountable barrier to maintaining search API compatibility. **Overall trend**: Declining **Compared at**: 2026-08-26 ### High-impact changes - **[Shifted] Sunset Recommendation** (positioning) - **[Shifted] Competitive Landscape Expansion** (positioning) ### Medium-impact changes - **[Shifted] SWOT Analysis Refinement** (swot) ## Rivals Landscape {#rivals} > Competitive positioning identified by AI analysis of app features, category, and market signals. ### Veracity - 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 dominates the reverse image search category by offering a more modern, frequently updated alternative to Veracity's aging codebase. - **Key differences:** - Includes a built-in image editor for cropping or adjusting photos before initiating a search - Provides direct share integration, allowing users to search images directly from other system apps - Maintains a high update frequency, ensuring compatibility with the latest iOS versions and search APIs ### Contenders (Strong Challengers) - **[print photos .](https://marlvel.ai/apps/print-photos)** by Mustafa Uz: It overlaps with this app's utility category by providing essential photo-handling tools, specifically document scanning and printing. - Integrates AirPrint functionality, providing a practical utility for users managing physical photo copies - Includes a built-in document scanner that adds value beyond standard image search capabilities - **[Photo Sherlock search by image](https://marlvel.ai/apps/photo-sherlock-search-by-image)** by Ihor Prysiazhniuk: This app directly targets the reverse image search market with a focus on user experience and ad-free utility. - Provides an ad-free experience, which is a significant differentiator against ad-supported utility apps - Includes image pre-processing tools that help improve search accuracy for low-quality or cropped images - **[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 'photo management' utility audience by offering advanced scanning and organization features. - Leverages a strong brand ecosystem to provide specialized scanning and digital collection management tools - Features advanced thematic organization tools that go beyond simple reverse search functionality - **[Reverse Search - Image Search](https://marlvel.ai/apps/reverse-search-image-search)** by Arthur Eduardo Skaetta Alvarez Desenvolvimento de Software LTDA.: It competes for the same utility-focused user base by offering multi-engine search capabilities that provide broader results than a single-source approach. - Supports multi-engine search, allowing users to compare results across different web search providers - Offers versatile input methods, including support for various file formats and cloud-based image sources ### Peers (What They Do Better) - **[Carousel Post Collage SwipeMix](https://marlvel.ai/apps/com-museworks-swipemix)** by Onelight Apps CY Ltd: Competes for screen time within the Photo & Video category by offering tools for social media content creation. - Provides a panoramic carousel mode specifically designed for high-engagement social media posts - Offers a comprehensive template library and custom canvas editor for professional-looking photo collages - **[mapnow - moments on a map](https://marlvel.ai/apps/mapnow-moments-on-a-map)** by NOERDEN: Occupies the social photo utility space, focusing on how images are tagged and shared geographically. - Utilizes real-time geotagged mapping to organize photos, creating a social network around location - Features anonymous community contributions, which builds a unique, location-based social data layer - **[RETO3D PRO](https://marlvel.ai/apps/com-reto3d-pro-version)** by RETO PRODUCTION LIMITED: Shares the Photo & Video category, targeting users interested in creative image manipulation and post-processing. - Specializes in 3D video generation from static photos, a creative departure from search utilities - Offers specific watermark removal tools, targeting users focused on image editing and cleanup - **[NDI Camera: Easy Streaming](https://marlvel.ai/apps/com-newtek-hx-camera)** by NewTek: Operates within the broader Photo & Video utility space, focusing on professional-grade image and video transmission. - Focuses on professional NDI protocol streaming rather than consumer-facing image search utilities - Provides advanced monitoring tools for NDI discovery, catering to a technical, pro-sumer audience ### New Kids on the Block (What's Innovative) - **[Cleaner for Photos](https://marlvel.ai/apps/cleaner-for-photos)** by Mike Opper: A new entrant focusing on the utility of managing and cleaning up large photo libraries. - Features a smart duplicate photo scanner that prioritizes on-device processing for user privacy - **[Tidy Reel](https://marlvel.ai/apps/com-gearutil-cleanroll)** by GEARUTIL LLC: Enters the Photo & Video utility space by addressing the common pain point of photo library clutter. - Uses on-device privacy processing to detect sensitive or redundant photos without cloud uploads ## What's New - **Latest (v1.4.8, 9 years ago):** General bug fixes and performance improvements. ## App Momentum (Zombie) {#momentum} - No updates for 110 months. - Last release occurred in 2017. > **Cadence:** 1 total versions · 0 majors in last 6 months · 3333 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Veracity - Reverse Image Search is an utilities app that is completely free. It holds a 2.19/5 rating from 227 reviews. > **Bottom Line:** Veracity is a zombie asset with no active development, and its inability to match the feature sets of modern rivals makes it obsolete. The current 2.19-star rating confirms that users have already migrated to more capable, updated alternatives. **Best for:** Users seeking to verify the authenticity of social media profiles or identify the origin of specific images. ### PM Action Plan (Next Best Moves) - [ ] [SUNSET] Sunset the app because the 110-month update gap makes it non-viable against modern rivals → eliminate brand drag ### Feature Gaps vs Competitors - Integrated image editor (available in Search By Image !!) ### Outlook: Declining The reverse image search market is consolidating around apps that offer integrated editing and multi-engine support. Veracity's lack of updates leaves it exposed, and the current rating trend suggests it will continue to lose relevance as users prioritize functional parity over simplicity. - 🔴 The 110-month update gap indicates a total lack of maintenance, which erodes user trust and prevents compatibility with modern iOS search APIs. - 🔴 The 2.19-star rating confirms that users are dissatisfied with the stagnant feature set, accelerating the migration to more frequently updated competitors. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 2.19/5 | | Total Reviews | 227 | | Sentiment | Frustrated (30/100) | | Confidence | Medium | | Pricing Model | Free | | Platforms | iOS | | Key Features | 3 analyzed | | Trend | Declining | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Veracity - Reverse Image Search** (this app) | 2.19/5 | Frustrated | Dimitris Roilidis | | [NDI Camera: Easy Streaming](https://marlvel.ai/apps/com-newtek-hx-camera) | 3.3/5 | n/a | NewTek | | [Carousel Post Collage SwipeMix](https://marlvel.ai/apps/com-museworks-swipemix) | 4.8/5 | n/a | Onelight Apps CY Ltd | | [RETO3D PRO](https://marlvel.ai/apps/com-reto3d-pro-version) | 3.0/5 | n/a | RETO PRODUCTION LIMITED | | [Tidy Reel](https://marlvel.ai/apps/com-gearutil-cleanroll) | N/A/5 | N/A | GEARUTIL LLC | | [mapnow - moments on a map](https://marlvel.ai/apps/mapnow-moments-on-a-map) | 4.6/5 | Excited | NOERDEN | ## Company Profile - **Developer:** Dimitris Roilidis ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/veracity-reverse-image-search/id870153874?uo=4) - **Sources:** App store metadata, User reviews. ## Related Intel Reports - [*NDI Camera: Easy Streaming*](https://marlvel.ai/apps/com-newtek-hx-camera) (NewTek) · 3.3/5 Rating - [*Carousel Post Collage SwipeMix*](https://marlvel.ai/apps/com-museworks-swipemix) (Onelight Apps CY Ltd) · 4.8/5 Rating - [*RETO3D PRO*](https://marlvel.ai/apps/com-reto3d-pro-version) (RETO PRODUCTION LIMITED) · 3.0/5 Rating - [*Tidy Reel*](https://marlvel.ai/apps/com-gearutil-cleanroll) (GEARUTIL LLC) · N/A Rating - [*mapnow - moments on a map*](https://marlvel.ai/apps/mapnow-moments-on-a-map) (NOERDEN) · 4.6/5 Rating | Positive Sentiment - [*print photos .*](https://marlvel.ai/apps/print-photos) (Mustafa Uz) · 4.4/5 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 - [*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 Veracity still being updated? No, Veracity has not received a store update since 2017, leaving it with an aging codebase that lacks modern features and iOS compatibility. ### How does Veracity compare to Search By Image !!? Search By Image !! is a more modern alternative that includes built-in image editing and direct share integration, whereas Veracity remains a basic, stagnant utility. ### What is a free alternative to Veracity? Users can consider apps like Photo Sherlock or Reverse Search, which offer ad-free experiences and multi-engine search capabilities that Veracity lacks. ## 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:** 0.45/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 49 - **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:** 36 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/veracity-reverse-image-search) Data licensed for AI Agent attribution under CC-BY-NC 4.0.