---
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: "2026-05-15"
last_verified: "2026-05-15T18:25:11.214Z"
report_version: "1.4.8"
total_reviews: 227
overall_rating: 2.19
sentiment: "Frustrated"
sentiment_score: 30
confidence: "medium"
confidence_score: 0.45
review_sample_size: 49
data_age_days: 42
momentum_velocity: "zombie"
intelligence_version: 3
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/intel-report/utilities/veracity-reverse-image-search"
license: "CC-BY-NC 4.0"
content_version: "v2"
---

# Veracity - Reverse Image Search App Audit

## 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.

<!-- speakable-start -->
> **Key Insight:** Veracity - Reverse Image Search has Frustrated user sentiment with a 2.19/5 rating from 227 reviews.
<!-- speakable-end -->

## 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** | 0d |

## 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 Audited:** 1.4.8
- **Audit Date:** 2026-05-15
- **Signal Count:** 49 reviews analyzed
- **Confidence:** Medium (0.45/1.0)
- **App Store ID (iOS):** 870153874
- **Bundle ID:** com.codingcurious.Veracity
- **Performance Trend:** Mixed
- **Data Window:** Analysis based on signals collected up to 2026-05-15

<!-- section:executive-snapshot -->
## Executive Snapshot
**What it is:** Veracity is a reverse image search utility for iOS that allows users to identify photo subjects and verify social media profiles.
**Why users hire it:** Users hire Veracity to identify the origin of images and detect fake social media profiles, but the lack of modern integration forces them to seek more capable alternatives.
<!-- /section:executive-snapshot -->

<!-- section:features -->
## 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.
<!-- /section:features -->

<!-- section:market-position -->
## Market Position {#market-position}

Veracity holds a 2.19-star rating on 227 total ratings, signaling that its utility-first approach is failing to meet modern user expectations for search accuracy and integration.
<!-- /section:market-position -->

## Monetization Strategy
- **Model:** Free
- **Tiers:** Free
- **Analysis:** The app is distributed as a free utility with no visible subscription or in-app purchase gates.

<!-- section:sentiment -->
## 🔴 User Sentiment (Medium Confidence: 227 reviews) {#user-sentiment}
- **Overall Rating:** 2.19/5
- **Platform Split:** iOS 2.2/5 (227 ratings)
- **Overall Sentiment:** Frustrated

<!-- /section:sentiment -->
<!-- section:swot -->
## SWOT Analysis {#swot}

**Core Strengths:**
- Focused utility-first interface for simple lookups
- Specialized branding targeting social media verification

**Critical Frictions:**
- 2.19-star rating indicates high user dissatisfaction
- No updates since 2017
- Lacks system-wide iOS extensions

**Growth Levers:**
- Integrate system-wide photo gallery extensions
- Implement multi-engine search capability

**Market Threats:**
- High-frequency update cadence of competitors
- Search By Image !! dominance in search volume

<!-- /section:swot -->
## Recent Changes (v2 → v3) {#recent-changes}

The intelligence report has been updated to include a more detailed competitive landscape and specific product development opportunities, despite the app remaining in a stagnant, maintenance-only state.

**Overall trend**: Mixed
**Compared at**: 2026-05-15

### High-impact changes
- **[Added] Expanded SWOT Analysis** (swot) — Added specific strengths regarding interface focus and opportunities for system-wide iOS extensions and multi-engine search.
- **[Shifted] Competitive Landscape Restructuring** (positioning) — Shifted from a Google-centric nemesis model to a broader competitive set including Search By Image !! and Reversee.

### Medium-impact changes
- **[Added] New PM Action Item** (positioning) — Added an 'Invest' decision to ship system-wide iOS extensions to capture search intent from the photo gallery.

<!-- section:rivals -->
## Rivals Landscape {#rivals}

> Competitive positioning identified by AI analysis of app features, category, and market signals.

### Veracity - Reverse Image Search vs Search By Image !! — Head to Head
- **[Search By Image !!](https://marlvel.ai/intel-report/photo-video/search-by-image)** by Hyeoseong Hwang: This app dominates the reverse image search category by providing a high-frequency, feature-rich alternative that directly addresses the same core user intent as Veracity.
  - **Key differences:**
    - Massive scale and high review volume create a significant barrier to entry for new competitors
    - Integrated image editor allows users to crop and adjust photos before initiating search queries
    - Direct share integration enables seamless workflow from other apps, unlike Veracity's isolated search experience
  - **Where Veracity - Reverse Image Search wins:**
    - ✅ Veracity maintains a more focused, utility-first interface for users seeking simple reverse image lookups
    - ✅ The app's branding targets specific verification use cases like identifying fake social media profiles
  - **Where Search By Image !! wins:**
    - ❌ Vastly superior update cadence ensures compatibility with modern iOS versions and search engine API changes
    - ❌ Integrated editing tools provide a comprehensive end-to-end workflow that Veracity currently lacks
  - **Verdict:** Veracity must modernize its codebase and introduce integrated editing features to prevent further user churn to this high-frequency competitor.

### Contenders (Strong Challengers)
- **[Reversee: Reverse Image Search](https://marlvel.ai/intel-report/utilities/reversee-reverse-image-search)** by Eduardo Rocha: It is a direct functional alternative that provides a more robust search experience through multi-engine support and iOS extensions.
  - System-wide iOS extension allows users to trigger reverse searches directly from their native photo gallery
  - Multi-engine search capability provides broader coverage than Veracity's potentially limited search result sources
- **[PhotoSweeper Mobile](https://marlvel.ai/intel-report/photo-video/photosweeper-mobile)** by Maksym Cherniaiev: It targets the same photo-management audience by using AI to identify duplicate or similar images, a key component of image verification.
  - AI-powered selection algorithms automate the identification of duplicate images, saving users significant manual effort
  - Matching level adjustment settings give users granular control over how strictly the app defines duplicates
- **[Photo Scanner Pro: Scan Albums](https://marlvel.ai/intel-report/photo-video/photo-scanner-pro-scan-albums)** by Maple Media Apps, LLC: While focused on scanning, its ability to digitize and organize physical photos overlaps with users looking to verify or identify historical images.
  - Automated cropping and color restoration filters provide high-value utility for physical photo digitization workflows
  - Robust iCloud sync and export features offer a professional-grade storage solution that Veracity lacks
- **[Photo Sherlock search by image](https://marlvel.ai/intel-report/photo-video/photo-sherlock-search-by-image)** by Ihor Prysiazhniuk: It competes directly by offering specialized image pre-processing tools that improve search accuracy for complex queries.
  - Custom camera integration allows users to capture and search images without leaving the application environment
  - Advanced image pre-processing tools significantly improve search results compared to Veracity's basic lookup functionality

### Peers (What They Do Better)
- **[Manual – RAW Camera](https://marlvel.ai/intel-report/photo-video/manual-raw-camera)** by Will Global: It targets the capture phase of photography, providing the high-fidelity tools that precede the need for image verification.
  - Full manual exposure controls provide professional-grade photography capabilities within the native mobile app experience
  - RAW DNG capture support ensures maximum image data retention for post-processing and professional editing
- **[Liene Photo](https://marlvel.ai/intel-report/utilities/liene-photo)** by Hannto Technology Co., Ltd.: It serves the physical printing utility market, focusing on the post-capture phase of the photography lifecycle.
  - Dye-sublimation printing support creates a physical product output that differentiates it from digital-only search tools
  - Built-in hotspot connectivity simplifies the printing process by removing reliance on external network infrastructure
- **[Feiyu ON](https://marlvel.ai/intel-report/photo-video/feiyu-on)** by 桂林飞宇科技股份有限公司: This app serves the hardware-adjacent photography market, focusing on gimbal control and real-time video processing.
  - Direct hardware integration for gimbal stabilization offers a unique value proposition for mobile videographers
  - AI-driven object tracking and video clipping tools provide advanced creative features for content creators
- **[CamRanger 2 - Camera Control](https://marlvel.ai/intel-report/photo-video/camranger-2-camera-control)** by CamRanger: It occupies the professional photography utility space, serving users who require advanced hardware-to-software connectivity.
  - Wireless camera tethering provides professional-grade remote control capabilities far beyond simple image search utilities
  - Automatic focus stacking features cater to specialized photography workflows that Veracity does not address

### New Kids on the Block (What's Innovative)
- **[Steady Cam: Horizon Lock](https://marlvel.ai/intel-report/photo-video/steady-cam-horizon-lock)** by NOOR HOOR BUILDERS & MARBLES ( PRIVATE ) LIMITED: A specialized video utility that addresses the technical quality of footage, competing for space on the user's device.
  - Automatic horizon alignment provides a highly specific, automated solution for common mobile video stabilization issues
- **[Tidy Reel](https://marlvel.ai/intel-report/photo-video/com-gearutil-cleanroll)** by GEARUTIL LLC: A new entrant focusing on privacy-centric photo management, which may attract users concerned about uploading images for search.
  - On-device privacy processing ensures sensitive user photos are never uploaded to external servers for analysis

<!-- /section:rivals -->
<!-- section:whats-new -->
## What's New

- **Latest (v1.4.8, 9 years ago):** General bug fixes and performance improvements.
<!-- /section:whats-new -->

<!-- section:momentum -->
## App Momentum (Zombie) {#momentum}

- No updates since 2017.
- Maintenance mode limits competitive relevance.

> **Cadence:** 1 total versions · 0 majors in last 6 months · 3333 days since last update

<!-- /section:momentum -->

<!-- section:so-what -->
## The "So What?" (Strategic Takeaway) {#so-what}

Veracity - Reverse Image Search is a challenged utilities app that is completely free.
With a 2.19/5 rating from 227 reviews, it faces significant user friction.

<!-- speakable-start -->
> **Bottom Line:** Veracity provides a clear utility for profile verification but suffers from extreme technical debt, so the PM must prioritize restoring basic search functionality and adding system-wide extensions to prevent total user churn to modern competitors.
<!-- speakable-end -->

**Best for:** Users seeking to verify the authenticity of social media profiles or identify the origin of specific images.

<!-- section:pm-actions -->
### PM Action Plan (Next Best Moves)

- [ ] [INVEST] [HIGH IMPACT] Ship system-wide iOS extension because competitors offer direct gallery integration → increase daily usage — *Competitors like Reversee use system-wide extensions to capture search intent directly from the photo gallery.* _(trade-off: deprioritize Pause the UI redesign sprint — core utility gaps are more critical to retention than visual polish.)_
- [ ] [MAINTAIN] [HIGH IMPACT] Audit search engine API compatibility because the app has not been updated since 2017 → restore search accuracy — *The lack of updates since 2017 suggests the app may be failing to return results due to deprecated API calls.* _(trade-off: deprioritize Deprioritize new feature development — fixing broken core functionality is the immediate priority.)_
<!-- /section:pm-actions -->

<!-- section:feature-gaps -->
### Feature Gaps vs Competitors

- System-wide iOS extension (available in Reversee but missing here)
- Integrated image editor (available in Search By Image !! but missing here)
- Multi-engine search capability (available in Reversee but missing here)
<!-- /section:feature-gaps -->

<!-- section:outlook -->
### Outlook: Declining

The reverse image search market is consolidating around apps that provide integrated editing and system-wide extensions, leaving Veracity exposed due to its stagnant codebase. The app's inability to match the update cadence of its rivals will likely lead to further rating decline and user abandonment by Q3.

- 🔴 The lack of updates since 2017 suggests the app is in maintenance mode, which prevents it from adapting to modern search engine API changes.
- 🔴 Competitors like Search By Image !! maintain a high-frequency update cadence that directly erodes Veracity's user base through superior feature parity.
<!-- /section:outlook -->

<!-- /section:so-what -->

<!-- section:metrics -->
## 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 | Mixed |
| Outlook | Declining |
<!-- /section:metrics -->

## Competitor Comparison

| App | Rating | Sentiment | Developer |
| :--- | :--- | :--- | :--- |
| **Veracity - Reverse Image Search** (this app) | 2.19/5 | Frustrated | Dimitris Roilidis |
| [Tidy Reel](https://marlvel.ai/intel-report/photo-video/com-gearutil-cleanroll) | N/A/5 | N/A | GEARUTIL LLC |
| [Photo Scanner Pro: Scan Albums](https://marlvel.ai/intel-report/photo-video/photo-scanner-pro-scan-albums) | 4.8/5 | Mixed | Maple Media Apps, LLC |
| [CamRanger 2 - Camera Control](https://marlvel.ai/intel-report/photo-video/camranger-2-camera-control) | 4.6/5 | Excited | CamRanger |
| [Feiyu ON](https://marlvel.ai/intel-report/photo-video/feiyu-on) | 2.1/5 | Frustrated | 桂林飞宇科技股份有限公司 |
| [Liene Photo](https://marlvel.ai/intel-report/utilities/liene-photo) | 3.1/5 | Mixed | Hannto Technology Co., Ltd. |

## 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
- [*Tidy Reel*](https://marlvel.ai/intel-report/photo-video/com-gearutil-cleanroll) (GEARUTIL LLC) — N/A Rating | N/A Sentiment
- [*Photo Scanner Pro: Scan Albums*](https://marlvel.ai/intel-report/photo-video/photo-scanner-pro-scan-albums) (Maple Media Apps, LLC) — 4.8/5 Rating | Mixed Sentiment
- [*CamRanger 2 - Camera Control*](https://marlvel.ai/intel-report/photo-video/camranger-2-camera-control) (CamRanger) — 4.6/5 Rating | Positive Sentiment
- [*Feiyu ON*](https://marlvel.ai/intel-report/photo-video/feiyu-on) (桂林飞宇科技股份有限公司) — 2.1/5 Rating | Negative Sentiment
- [*Liene Photo*](https://marlvel.ai/intel-report/utilities/liene-photo) (Hannto Technology Co., Ltd.) — 3.1/5 Rating | Mixed Sentiment
- [*Manual – RAW Camera*](https://marlvel.ai/intel-report/photo-video/manual-raw-camera) (Will Global) — 4.2/5 Rating | Positive Sentiment
- [*Steady Cam: Horizon Lock*](https://marlvel.ai/intel-report/photo-video/steady-cam-horizon-lock) (NOOR HOOR BUILDERS & MARBLES ( PRIVATE ) LIMITED) — 3.7/5 Rating | N/A Sentiment
- [*PhotoSweeper Mobile*](https://marlvel.ai/intel-report/photo-video/photosweeper-mobile) (Maksym Cherniaiev) — 4.7/5 Rating | N/A Sentiment
- [*Reversee: Reverse Image Search*](https://marlvel.ai/intel-report/utilities/reversee-reverse-image-search) (Eduardo Rocha) — 4.4/5 Rating | Positive Sentiment
- [*Photo Sherlock search by image*](https://marlvel.ai/intel-report/photo-video/photo-sherlock-search-by-image) (Ihor Prysiazhniuk) — 4.7/5 Rating | N/A Sentiment

## 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:** 0.45/1.0 (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:** 0 days since last refresh

---
© 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/intel-report/utilities/veracity-reverse-image-search)
Data licensed for AI Agent attribution under CC-BY-NC 4.0.