>> WILL YOUR EMAIL GO TO SPAM?_
With a click, perform an email spam analysis with AI, Naive Bayes classification, and regex heuristics.

SYSTEM FEATURES //
AI-powered multi-layered spam detection with serverless architecture and retro terminal interface.
GPT-o3 AI ANALYSIS
Advanced OpenAI-powered content analysis with natural language understanding. Provides detailed spam indicators, legitimacy factors, and actionable recommendations.
NAIVE BAYES CLASSIFIER
Statistical machine learning model with pre-trained spam/ham classification. Returns probability scores 0-100 with confidence metrics.
IFRAME EMAIL PREVIEW
Real-time HTML email rendering with mobile/desktop viewport modes and zoom controls (25%-200%). Safe DOMPurify sanitization included.
REGEX HEURISTICS ENGINE
Pattern-based detection with weighted scoring system. Comprehensive spam phrase database with severity classification.
EXECUTION PROTOCOL //
Three-step terminal process for spam analysis and email optimization
[1] INPUT > EMAIL_CONTENT
Load email data into the terminal interface. Supports subject lines and HTML/text body content. Auto-save functionality with 5-second debouncing.

[2] EXECUTE > AI_SCAN_ALGORITHM
Triple-layer analysis: GPT-o3 AI analysis + Naive Bayes classifier + Regex heuristics. Returns unified 0-100 spam probability score with intelligent recommendations.

[3] OUTPUT > RESULTS_PREVIEW
View analysis results with detailed breakdowns and real-time email preview. Toggle between analysis/preview modes with retro tabbed interface.

TECH_STACK.MODULES
Serverless architecture powered by modern JavaScript and AI technologies
CORE_MODULES.DETAILED
Advanced architecture with extremely high-grade security and performance
AI-POWERED DETECTION ENGINE
Triple-layer intelligence: GPT-o3 natural language analysis + Naive Bayes statistical model + Regex pattern matching. Dynamic scoring with cascading threshold system prevents false positives.

REAL-TIME EMAIL PREVIEW
iframe-based HTML rendering with DOMPurify sanitization. Multi-viewport testing (mobile/tablet/desktop) with zoom controls.

PERSISTENT LAYOUT SYSTEM
localStorage-backed split-panel interface with responsive breakpoints. Fixed hydration issues and vertical scrolling optimization for seamless user experience.

USER_FEEDBACK.LOG
Development teams and email engineers trust our terminal-based spam detection system
“The iframe email preview with multi-viewport testing is brilliant. Being able to see exactly how emails render across different screen sizes while getting real-time spam scores has streamlined our QA process.”

“The GPT-o3 AI analysis + Naive Bayes triple-layer approach gives us unprecedented accuracy. The AI explanations help us understand why emails might be flagged, making optimization much easier.”

“Finally, a spam checker that understands modern development workflows. The localStorage persistence means our panel layouts stay put, and the real-time preview updates as we type. Serverless deployment was seamless.”

“The AI recommendations are game-changing! Instead of just getting a spam score, we get specific, actionable feedback on what to fix. The retro UI makes it fun to use too.”

“The serverless architecture means zero infrastructure overhead. We deployed to Vercel in minutes. The iframe preview with zoom controls is perfect for testing responsive email templates.”

“The integration with our email platform was seamless. Now our entire team can check emails before sending, which has standardized our quality control process and improved our overall deliverability metrics.”

“As someone who sends sensitive financial information to clients, ensuring my emails don't get flagged as spam is crucial. Spamoose gives me peace of mind that my important communications are reaching their destination.”

“The free tier was enough to convince me of Spamoose's value, but upgrading to Pro has been worth every penny. The detailed analytics and unlimited checks have made our email strategy significantly more effective.”

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Frequently Asked Questions
Find answers to common questions about Spamoose
Will my email stay private?
Yes. We do not require an account so your email will most definitely be private
How accurate are the scores?
Our spam detection algorithm is not too bad, but it is not 100% either. Proceed with caution.
Can I use it with Gmail?
Yes! Spamoose works with all email platforms including Gmail, Outlook, and custom email providers. You can paste content directly from your email client, including HTML emails.
How do I get support?
This is free to use and does not have support as such.
How does the AI-powered scoring work?
Our triple-layer system combines GPT-o3 AI analysis (30% weight) for natural language understanding, Naive Bayes statistical classification (40% weight), and regex pattern matching (20% weight). The AI provides detailed explanations and actionable recommendations for improving your emails.
Will my email data get saved or stolen?
We save your data locally in the browser and do not store it anywhere. We do not share your data with anyone.
>>> INITIALIZE_SPAM_SCANNER.EXE
Deploy advanced email analysis system with retro terminal interface today.