AI ToolsHub
HomeCategoriesDiscovery CopilotGuides & Insights
  1. Home
  2. Tools
  3. Testing & QA
  4. eyeballer
eyeballer

eyeballer

Website screenshot classifier that identifies login pages, 404 pages, outdated sites, and other page types

Testing & QAResearch ToolsImage Recognition
eyeballer screenshot
OverviewAlternatives

Monthly Visits

16.2K

Avg. Session Duration

0 min

Category Rank

N/A

Bounce Rate

0.4%

What is eyeballer?

Eyeballer is an innovative AI-powered tool designed to help penetration testers efficiently analyze large volumes of website screenshots and identify pages that may contain security vulnerabilities. Leveraging convolutional neural networks, Eyeballer classifies rendered web pages into categories such as login pages, legacy-style sites, custom 404 pages, and homepages. This automation significantly reduces the manual screening effort in large-scale external network assessments, enabling security professionals to focus on high-value targets. Serving as a powerful complement to traditional scanning tools, Eyeballer provides a visual analysis layer that is difficult to achieve through signature-based detection alone. The tool is open-source and supports GPU acceleration for both training and inference, offering flexible adaptation to diverse testing environments.

Key Features of eyeballer?

AI-Powered Visual Classification
Analyzes screenshots using convolutional neural networks and annotates web pages based on visual features relevant to penetration testing.
Large-Scale External Perimeter Assessment
Rapidly processes thousands of screenshots to efficiently screen extensive external web assets.
Multi-Target Label Recognition
Identifies key categories such as login pages, legacy-style sites, custom 404 pages, and homepages to help prioritize potential vulnerabilities.
Open-Source and Extensible
Open-sourced on GitHub, supporting customization, retraining, and integration into existing security workflows.
Human- and Machine-Friendly Output
Generates HTML reports for easy browsing and CSV files for automated processing.
GPU Acceleration Support
Optimized for GPU usage during model training and inference to enhance performance on large datasets.

Alternatives to eyeballer

ballpark

ballpark

Ballpark is a fast, intuitive platform that helps product teams gather actionable user feedback throughout the development lifecycle. It enables testing of websites, Figma prototypes, marketing copy, and competitor offerings—no installation required. Ballpark integrates surveys, interactive tasks, and audio-video recording to capture authentic user reactions and in-depth insights. With access to a large global respondent panel and extensive screening options, teams can quickly recruit relevant testers. Unlimited team seats and collaboration features democratize research across organizations, enabling data-driven decisions, shortening project timelines, and improving product-market fit.

163.9K
67% Match
overviewai

overviewai

Overview.ai develops custom inspection systems for manufacturing enterprises, leveraging deep learning and vision transformer technologies to detect defects often missed by human inspectors or traditional systems. Its Snap platform seamlessly integrates with existing factory production lines and standard cameras, delivering a scalable and user-friendly solution that enhances efficiency and reduces errors. Backed by leading investors, Overview.ai focuses on providing rapid deployment and high-precision services while minimizing data requirements.

7.8K
67% Match
pathway

pathway

Pathway is an advanced research platform designed for product and UX teams to efficiently create, distribute, and analyze usability tests. Teams can design complex test flows using flexible logic modules and precisely reach target respondents in over 130 countries with more than 400 demographic screening criteria. Pathway seamlessly integrates with design tools like Figma and meticulously captures user interactions, including mobile sessions. AI-powered capabilities enable context-aware follow-up questions, accelerating insight generation. The platform offers comprehensive reporting features, including session videos, heatmaps, interaction paths, and exportable analytics, all within an intuitive interface that supports multilingual testing and team collaboration.

0
67% Match
plantin

plantin

PlantIn is a comprehensive AI-powered platform that helps plant enthusiasts identify over 16,000 plant species with high accuracy and provides customized care guidance. Leveraging advanced machine learning models and an extensive database of plant symptoms, PlantIn enables instant plant identification, early diagnosis of diseases, and personalized care plans based on environmental factors. Additionally, users can connect with professional botanists online to receive expert advice, making plant care simple and efficient for everyone from beginners to experts.

2.0M
50% Match
geekbench

geekbench

Geekbench is a comprehensive benchmarking tool designed to evaluate the CPU and GPU performance of computers, smartphones, and tablets. It supports multiple operating systems including macOS, Windows, Linux, Android, and iOS. By simulating real-world tasks such as image processing and machine learning, Geekbench provides detailed scores for single-core and multi-core CPU performance as well as GPU computing capabilities.

1.1M
50% Match
seeed-studio

seeed-studio

Since 2008, Seeed Studio has focused on open-source hardware and AIoT solutions, empowering developers and enterprises with a comprehensive range of sensors, communication modules, AI edge computing devices, and development kits. Its products enable rapid prototyping and scalable deployment in fields such as smart cities, agriculture, industrial automation, and robotics. By integrating AI, IoT, and edge computing technologies, Seeed Studio supports real-time data acquisition, analysis, and intelligent control across diverse applications. Driven by open-source principles and a collaborative ecosystem, it fosters innovation and meets the customization needs of both makers and professional users.

996.2K
50% Match
AI ToolsHub

Your copilot for discovering, comparing, and organizing AI tools.

AI ToolsHub is a directory for software and SaaS. We do not sell hardware.

Product

  • Canva
  • Readdy
  • Lovart

Legal

  • Privacy Policy
  • Terms of Service

Company

  • About
  • Contact

Trending in This Category

cruise

cruise

Autonomous mobility service enabling driverless operation on urban roads

1.4K
appen

appen

AI data platform for annotating text, audio, images, video, and 3D data, plus model evaluation

1.1M
seeed-studio

seeed-studio

An open-source hardware platform offering sensors, communication modules, and edge computing devices for prototyping.

996.2K
roboflow

roboflow

A computer vision development platform for managing datasets, training models, and deploying inference services.

1.4M
jam

jam

Browser extension that automatically captures screen activity and logs to generate defect reports

759.5K
graphite

graphite

A developer productivity platform supporting structured code reviews and incremental change management

633.7K

You May Also Like

ballpark

ballpark

Ballpark is a fast, intuitive platform that helps product teams gather actionable user feedback throughout the development lifecycle. It enables testing of websites, Figma prototypes, marketing copy, and competitor offerings—no installation required. Ballpark integrates surveys, interactive tasks, and audio-video recording to capture authentic user reactions and in-depth insights. With access to a large global respondent panel and extensive screening options, teams can quickly recruit relevant testers. Unlimited team seats and collaboration features democratize research across organizations, enabling data-driven decisions, shortening project timelines, and improving product-market fit.

163.9K
overviewai

overviewai

Overview.ai develops custom inspection systems for manufacturing enterprises, leveraging deep learning and vision transformer technologies to detect defects often missed by human inspectors or traditional systems. Its Snap platform seamlessly integrates with existing factory production lines and standard cameras, delivering a scalable and user-friendly solution that enhances efficiency and reduces errors. Backed by leading investors, Overview.ai focuses on providing rapid deployment and high-precision services while minimizing data requirements.

7.8K
pathway

pathway

Pathway is an advanced research platform designed for product and UX teams to efficiently create, distribute, and analyze usability tests. Teams can design complex test flows using flexible logic modules and precisely reach target respondents in over 130 countries with more than 400 demographic screening criteria. Pathway seamlessly integrates with design tools like Figma and meticulously captures user interactions, including mobile sessions. AI-powered capabilities enable context-aware follow-up questions, accelerating insight generation. The platform offers comprehensive reporting features, including session videos, heatmaps, interaction paths, and exportable analytics, all within an intuitive interface that supports multilingual testing and team collaboration.

0
plantin

plantin

PlantIn is a comprehensive AI-powered platform that helps plant enthusiasts identify over 16,000 plant species with high accuracy and provides customized care guidance. Leveraging advanced machine learning models and an extensive database of plant symptoms, PlantIn enables instant plant identification, early diagnosis of diseases, and personalized care plans based on environmental factors. Additionally, users can connect with professional botanists online to receive expert advice, making plant care simple and efficient for everyone from beginners to experts.

2.0M
geekbench

geekbench

Geekbench is a comprehensive benchmarking tool designed to evaluate the CPU and GPU performance of computers, smartphones, and tablets. It supports multiple operating systems including macOS, Windows, Linux, Android, and iOS. By simulating real-world tasks such as image processing and machine learning, Geekbench provides detailed scores for single-core and multi-core CPU performance as well as GPU computing capabilities.

1.1M
seeed-studio

seeed-studio

Since 2008, Seeed Studio has focused on open-source hardware and AIoT solutions, empowering developers and enterprises with a comprehensive range of sensors, communication modules, AI edge computing devices, and development kits. Its products enable rapid prototyping and scalable deployment in fields such as smart cities, agriculture, industrial automation, and robotics. By integrating AI, IoT, and edge computing technologies, Seeed Studio supports real-time data acquisition, analysis, and intelligent control across diverse applications. Driven by open-source principles and a collaborative ecosystem, it fosters innovation and meets the customization needs of both makers and professional users.

996.2K