How AI Categorization Works

Quick Summary: Zunkk's AI analyzes email content, sender patterns, and your behavior to automatically sort emails into categories like "Urgent," "FYI," "Newsletters," and "Social." This happens in real-time as emails arrive.

The Four Main Categories

🔥 Urgent

Time-sensitive emails requiring immediate attention. Usually from colleagues, clients, or containing deadline-related keywords.

📋 Important

Important but not time-critical emails. Project updates, meeting invites, and important notifications from trusted sources.

📰 FYI

Informational emails to read when you have time. Newsletters, updates, and low-priority notifications.

📱 Social

Social notifications, promotional emails, and other low-priority messages that can be batched or ignored.

How the AI Makes Decisions

Zunkk's AI analyzes multiple signals to determine the correct category for each email:

1. Content Analysis

• Keywords and phrases: "urgent," "deadline," "ASAP," "meeting tomorrow"
• Tone and language: Formal vs. casual communication styles
• Email structure: Meeting invites, automated notifications, newsletters
• Call-to-actions: Requests for responses or actions

2. Sender Patterns

• Relationship importance: Colleagues, bosses, clients vs. newsletters
• Email frequency: How often does this sender email you?
• Domain analysis: Company domains, social platforms, marketing services
• Previous interactions: How you've responded to this sender before

3. Behavioral Learning

• Response patterns: Which emails do you respond to quickly?
• Reading behavior: Which categories do you check first?
• Time of day: When do you typically handle different types of emails?
• Corrections: When you move emails between categories, the AI learns

💡 Training the AI

The more you use Zunkk, the better it gets at categorizing your emails correctly. Here's how to help it learn:

• Move misclassified emails to the correct category
• Use the feedback buttons on each email
• Star important emails consistently
• Respond promptly to truly urgent emails

Real-Time Processing

Categorization happens automatically as emails arrive:

1. Email Arrives: Your Gmail receives a new email
2. AI Analysis: Zunkk analyzes content, sender, and context in milliseconds
3. Category Assignment: Email is automatically placed in the appropriate category
4. Smart Notification: You're notified only for Urgent emails (configurable)
5. Dashboard Update: Your Zunkk dashboard reflects the new categorization

Customizing Categories

While the four main categories work for most users, you can customize the system:

Pro Features (Coming Soon):

• Create custom categories for specific projects
• Set sender-specific categorization rules
• Configure notification preferences per category
• Export categorization data for analysis

Privacy and Security

Your email content is processed securely:

• Zero storage: Email content is not permanently stored
• Encrypted processing: All analysis happens on encrypted data
• No human access: Only automated AI systems process your emails
• GDPR compliant: Full data protection compliance

Troubleshooting Common Issues

Important emails in FYI category

Solution: Move the email to "Important" and star it. The AI will learn that emails from this sender or with similar content should be prioritized.

Too many emails marked as Urgent

Solution: Review and reclassify emails. The AI may need more training data to understand your specific urgency criteria.

Newsletters in Important category

Solution: Move them to FYI or Social. Consider using the unsubscribe feature if you no longer want these emails.