BlockABot Protection Engine

BlockABot detects automated traffic using multiple detection layers including fingerprint analysis, behavioral scoring, and automation detection.


Browser Automation Detection

Headless Browser Detection

Detects headless browsers such as Headless Chrome and PhantomJS used by scraping tools and automation frameworks.

Selenium / WebDriver Detection

Detects browser automation frameworks including Selenium, WebDriver, and Phantom automation environments.

Automation Framework Detection

Identifies known bot frameworks including Scrapy, HTTP clients, and scripting environments.

Browser Fingerprinting

Canvas Fingerprinting

Uses canvas rendering differences to identify automated browsers and detect headless environments.

WebGL GPU Fingerprinting

Detects software GPU rendering engines such as SwiftShader commonly used by headless browsers.

Browser Capability Signals

Analyzes timezone, screen resolution, plugins, language settings, and hardware capabilities.

Behavioral Analysis

Rate Anomaly Detection

Detects abnormal request patterns and high-frequency traffic often associated with scraping bots.

Datacenter Detection

Identifies traffic originating from cloud hosting providers frequently used by automated bots.

Navigation Behavior Analysis

Detects suspicious navigation patterns and non-human browsing behavior.

Security Protections

JavaScript Challenge Verification

Visitors must execute JavaScript before accessing protected content. Bots that do not run JS are blocked immediately.

Hidden Honeypot Traps

Hidden links detect automated crawlers that attempt to access non-visible content.

Bot Scoring Engine

Each visitor receives a bot score based on multiple signals including automation indicators and fingerprint anomalies.

Analytics and Monitoring

Bot Activity Logging

All traffic is logged including fingerprint signals, bot scores, and request metadata.

Attack Intelligence

Identify top attacking IPs, suspicious fingerprints, and bot behavior patterns.

Real-Time Monitoring

View bot activity across your sites and monitor traffic patterns in real time.