Report updated Jun 12, 2026

TL;DR:Search by Image wins utility for power users through a deep, multi-engine integration that browser-native tools lack, but its opaque configuration flow creates a high barrier to entry that risks abandonment by non-technical users. Users feel Mixed, praising responsive developer communication provides clear troubleshooting steps for resolving extension conflicts but frustrated by obscure settings and lack of instructional documentation frustrate new users during setup. The app provides high utility for power users but suffers from significant onboarding friction, so the PM should prioritize an in-app setup guide to prevent new-user churn and defend against free, higher-rated competitors..|TL;DR:Search by Image wins utility for power users through a deep, multi-engine integration that browser-native tools lack, but its opaque configuration flow creates a high barrier to entry that risks abandonment by non-technical users. Users feel Mixed, praising responsive developer communication provides clear troubleshooting steps for resolving extension conflicts but frustrated by obscure settings and lack of instructional documentation frustrate new users during setup. The app provides high utility for power users but suffers from significant onboarding friction, so the PM should prioritize an in-app setup guide to prevent new-user churn and defend against free, higher-rated competitors..

Search by Image for Safari is an established productivity app that is free with in-app purchases. With a 4.1/5 rating from 59.6K reviews, it shows polarized user reception. Users particularly appreciate responsive developer communication provides clear troubleshooting steps for resolving extension conflicts, though obscure settings and lack of instructional documentation frustrate new users during setup remains a common concern.

What is Search by Image for Safari?

Search by Image is a Safari browser extension for reverse image searching across 30+ engines, serving researchers and shoppers on iOS and Android.

Users hire the tool to verify image authenticity and discover product sources, replacing fragmented browser shortcuts with a unified, configurable search interface.

Current Momentum

v8.5 · 5d ago

Intense
  • Updated search engine support for Google Lens.
  • Maintains stable update cadence for compatibility.
AI-powered deep analysis surfacing high-signal insights. Still in beta, accuracy improves daily. For informational purposes only.

Active Nemesis

Search By Image !!

Search By Image !!

By Hyeoseong Hwang

Other Rivals

Photo Sherlock search by image
Google Chrome
Microsoft Bing Search
Reverse Image Search App

7-Day Rank Pulse 🇺🇸

Productivity
#88
NEW

Rating Pulse 🇺🇸

Recent User MoodAI-powered deep analysis surfacing high-signal insights. Still in beta, accuracy improves daily. For informational purposes only.

What makes this app unique?

What Does It Look Like?

How Is The App's Momentum Right Now?

Loading...

What Are The Key Features?

Multi-engine search integrationDifferentiator

Supports over 30 reverse image search engines including Google, Bing, Yandex, Baidu, and TinEye via browser menu

Image extraction modesStandard

Configurable search modes including URL selection, file selection, and device-based browsing

Image editorStandard

Built-in tools to rotate, flip, and crop images prior to search execution

How much does it cost?

Freemium
  • Free version with ad-supported search
  • Paid version for ad-free experience

Freemium model anchored by a $6.99 price point on iOS, utilizing ad-inventory for monetization on Android.

Who Built It?

Armin Sebastian app icon

Providing specialized browser extensions for reverse image search and web archiving. Helping researchers and power users verify content.

Portfolio

2

Apps

Free 1
Productivity100%

Who is Armin Sebastian?

The publisher operates as a niche utility developer, focusing on bridging gaps in mobile browser functionality through open-source browser extensions. By targeting specific workflows like image verification and historical web access, they have secured a loyal user base that relies on these tools for research and content authentication. Their strategic reliance on community-driven development and open-source models allows them to maintain specialized tools that larger, general-purpose browser developers often overlook.

Who is Armin Sebastian for?

  • Researchers
  • Journalists
  • Power users who require advanced web navigation
  • Verification tools
Active

Portfolio momentum

Released 6 updates across 2 apps in the last 6 months, with the most recent major release occurring 21 days ago.

Last release · 21d agoActive apps · 2

What other apps does Armin Sebastian make?

What do users think recently?

Low confidence · 9 reviews analyzed

What is the recent mood?

Mixed

Recent user voice shows a mixed sentiment. Users appreciate responsive developer communication provides clear troubleshooting steps for resolving extension conflicts, but report obscure settings and lack of instructional documentation frustrate new users during setup.

Limited review volume (9 reviews). Sentiment analysis will deepen as more data lands.

What is the competitive landscape for Search by Image for Safari?

How's The Productivity Market?

How does it evolve in the Productivity market?

The app maintains a #88 Paid rank in the US category, but volatility across international markets (e.g., #84 in GB, #23 in BR) suggests the $6.99 price point faces stiff competition from free alternatives. The lack of ratings on iOS compared to 59,576 on Android indicates a significant discovery gap on the Apple platform.

ChartRankChange
iOSPaid#3316
iOSPaid#53NEW

The rivals identified

The Nemesis

Head to Head

The target app must emphasize its Safari-native integration and open-source privacy benefits to differentiate from this incumbent's sheer scale and brand dominance.

What sets Search by Image for Safari apart

  • Operates as a native Safari extension, offering deeper browser integration than standalone photo-upload apps

  • Open-source transparency builds trust with privacy-conscious users compared to proprietary black-box alternatives

What's Search By Image !!'s Edge

  • Established brand recognition in the App Store search results for the 'Search by Image' keyword

  • High volume of user feedback allows for rapid identification and resolution of search engine compatibility issues

Contenders

Features a dedicated interface for cropping images before search, improving accuracy for complex photos

Supports multiple search engines, allowing users to compare results across different image databases

Integrates Google Lens directly into the browser, providing superior object recognition and contextual search results

Leverages the massive Google ecosystem to provide seamless cross-device history and search synchronization

Incorporates advanced AI-driven visual search and text translation features within a single unified interface

Offers a comprehensive rewards program that incentivizes users to stick within the Microsoft search ecosystem

Peers

Reverse Image Search App

Reverse Image Search App

4.5 (321)

WarthogLab

A smaller, focused utility that serves the same core function but lacks the scale of the primary contenders.

Provides a simplified, minimalist UI that reduces friction for users who only need basic search

Focuses on a streamlined photo-upload-to-search workflow without the overhead of browser extension management

The outtake for Search by Image for Safari

Strengths to defend, gaps to attack

Core Strengths

  • Open-source transparency builds trust with privacy-conscious researchers
  • 30-engine integration provides utility depth beyond standard browser shortcuts

Critical Frictions

  • Opaque settings menu causes high new-user abandonment
  • Persistent permission errors block core functionality for new installs
  • Premium tier at $6.99 lacks sufficient value-add over free alternatives

Growth Levers

  • In-app instructional overlays could reduce setup-related churn
  • Native Safari integration offers a clear differentiator against standalone photo-upload apps

Market Threats

  • Google Lens integration in Chrome provides superior object recognition
  • Free alternatives with higher review volume dominate App Store search results

What are the next best moves?

highInvest

Ship in-app onboarding tutorial because setup friction is the #1 complaint → reduce new-user churn

User reviews cite obscure settings and setup difficulty as the primary reason for abandonment.

Trade-off: Push the planned image-editor UI refresh to Q3 — onboarding has a higher impact on conversion.

highMaintain

Audit permission-granting logic because persistent errors block core access → improve initial conversion

Sentiment data shows users are unable to bypass the onboarding screen due to permission recognition failures.

Trade-off: Same-quarter capacity available — no major lever displaced.

A counter-intuitive read

The app's open-source nature is a liability, not an asset, as the lack of a commercial-grade onboarding flow prevents it from scaling beyond a niche power-user audience.

Feature Gaps vs Competitors

  • Object recognition (available in Google Chrome/Lens but missing here)
  • AI-driven visual search (available in Microsoft Bing but missing here)

Key Takeaways

The app provides high utility for power users but suffers from significant onboarding friction, so the PM should prioritize an in-app setup guide to prevent new-user churn and defend against free, higher-rated competitors.

Where Is It Heading?

Mixed Signals

The reverse image search market is consolidating around browser-native AI tools, leaving specialized extensions exposed to churn if they cannot simplify their setup. The app's current reliance on manual configuration creates a ceiling for growth, so the PM must prioritize user-facing guidance to retain the audience against automated competitors.

Persistent permission errors in the latest release block core functionality, which directly causes new-user abandonment and negative review sentiment.

Responsive developer support for extension conflicts maintains a loyal power-user base, preventing total churn despite the current onboarding friction.

Disclosure

Independent intel to help builders create better apps.

AI-powered analysis with editorial review, built from publicly available sources. See methodology.

Marlvel.ai is not affiliated with, endorsed by, or sponsored by Search by Image for Safari, its developer, the app publisher, Apple, or Google Play. All trademarks, logos, and screenshots referenced remain the property of their respective owners.

Hope this helps & keep building! · Found an error?

What's new in this report

The application pivoted to a freemium monetization model and expanded its feature set, but faces significant headwinds due to onboarding friction and technical instability.

shifted

Freemium monetization

declined

Emergence of critical technical complaints

added

Image editing and search configuration

added

New competitive threats

Cite this report

Marlvel.ai. “Search by Image for Safari Intelligence Report.” Updated Jun 12, 2026. https://marlvel.ai/intel-report/productivity/dev-armin-searchbyimage

Agent Markdown (.md)·

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