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AI-powered multi-layer spam detection featuring GPT-o3 natural language analysis, statistical classification, and pattern matching. Built for developers, email engineers, and security professionals who demand intelligent accuracy.

From real-time AI recommendations to comprehensive triple-layer analysis, every feature is designed to help your emails reach the inbox with terminal-grade precision and retro aesthetic.

AI_INTELLIGENCE.MODULES

Advanced machine learning and natural language processing for superior spam detection

GPT-o3 Content Analysis

Natural language understanding that analyzes email content like a human expert. Identifies subtle spam patterns, tone issues, and provides specific improvement suggestions.

Intelligent Recommendations

Get actionable, AI-generated suggestions for improving your email content. Each recommendation explains why it matters and how to implement the fix.

Spam Indicator Detection

Advanced pattern recognition that identifies specific elements triggering spam filters. See exactly what phrases, formatting, or content structures need attention.

Confidence Scoring

Intelligent confidence levels that adapt based on email content clarity. High-confidence results for obvious spam/ham, nuanced analysis for edge cases.

DETECTION_ENGINE.LAYERS

Triple-layer analysis combining AI, statistics, and pattern matching for unmatched accuracy

GPT-o3 AI Analysis

Advanced natural language processing analyzes email content with human-like understanding. Detects nuanced spam patterns, evaluates tone and legitimacy, and provides detailed explanations of findings.

Naive Bayes Classifier

Statistical machine learning model trained on millions of spam/ham examples. Provides probability-based scoring with confidence metrics and handles edge cases effectively.

Regex Pattern Matching

Comprehensive database of spam patterns, phrases, and formatting indicators. Weighted scoring system with severity classification (low/medium/high) for precise detection.

Enhanced Scoring Algorithm

Dynamic weight adjustment based on confidence levels. High-confidence results use max-score approach, while uncertain scores rely on weighted averages for balanced assessment.

INTERFACE_SYSTEM.UX

Terminal-grade tools designed for developers, marketers, and email professionals

Real-Time Email Preview

HTML email rendering with mobile/desktop viewports and zoom controls (25%-200%). Safe DOMPurify sanitization ensures secure preview of any email content.

Retro Terminal Interface

Nostalgic 8-bit inspired UI with scanline effects, monospace fonts, and glowing text. Split-panel layout with localStorage persistence for workflow continuity.

Detailed Analysis Reports

Comprehensive breakdowns showing AI insights, statistical analysis, pattern matches, and performance metrics. Export-ready format for team sharing.

Privacy & Security

Client-side processing with localStorage persistence. No email data stored on servers. DOMPurify sanitization protects against malicious content.

TECHNICAL_SPECIFICATIONS.LOG

AI & MACHINE LEARNING

OpenAI GPT-o3 for cost-effective analysis
Comprehensive prompt engineering for email context
JSON-structured responses for reliable parsing
Temperature-controlled analysis for consistency
Graceful fallback when AI unavailable

PERFORMANCE & RELIABILITY

Serverless architecture for instant scaling
Parallel processing of all detection methods
Sub-second analysis response times
Error handling with graceful degradation
Performance monitoring and metrics

SECURITY & PRIVACY

No email data stored on servers
Client-side localStorage for session persistence
DOMPurify sanitization for safe HTML rendering
HTTPS encryption for all API communications
No user accounts or tracking required

INTEGRATION & COMPATIBILITY

Works with any email platform (Gmail, Outlook, etc.)
REST API for programmatic access
Responsive design for mobile/desktop use
Copy-paste workflow for easy adoption
Export capabilities for reporting

READY TO SCAN?

Experience the power of AI-driven triple-layer spam detection. No signup required, completely free terminal access.

>>> INITIALIZE SCAN_