Features
Content ModerationContent Moderation
Purpose
The Content Moderation system uses AI to automatically review and approve generated content before posting, ensuring quality, brand safety, and compliance with platform guidelines.
Functionality
- AI-Powered Review: Automated content analysis using advanced AI models
- Toxicity Detection: Identify potentially harmful or offensive content
- Spam Detection: Filter out low-quality or spam-like content
- Brand Safety Checks: Ensure content aligns with brand values and guidelines
- Sensitive Content Filtering: Detect and flag sensitive or controversial topics
- Manual Review Workflow: Human oversight for edge cases
- Approval/Rejection System: Clear decision-making process
- Content Scoring: Quantitative quality and safety metrics
User Experience
- Navigate to
/dashboard/moderation - Review pending content queue
- Check AI moderation scores and flags
- Approve, reject, or request edits
- Provide feedback for AI learning
- Monitor moderation statistics
- Configure moderation settings
Moderation Checks
| Check Type | Description | Score Range | Action |
|---|---|---|---|
| Toxicity Score | Harmful or offensive content | 0-100 | Auto-reject if greater than 80 |
| Spam Probability | Low-quality or repetitive content | 0-100 | Flag if greater than 70 |
| Brand Safety | Alignment with brand values | 0-100 | Review if less than 60 |
| Sensitive Content | Controversial or sensitive topics | 0-100 | Manual review if greater than 50 |
| Engagement Prediction | Likely performance score | 0-100 | Optimize if less than 40 |
| Originality Score | Content uniqueness | 0-100 | Flag if less than 30 |
AI Models Used
- Natural Language Processing: Advanced text analysis
- Sentiment Analysis: Emotional tone detection
- Toxicity Detection: Harmful content identification
- Spam Classification: Quality content assessment
- Brand Safety Models: Brand alignment verification
- Engagement Prediction: Performance forecasting
Moderation Workflow
| Step | Description | Automation Level |
|---|---|---|
| Content Analysis | AI reviews all generated content | Fully Automated |
| Score Calculation | Generate moderation scores | Fully Automated |
| Auto-Approval | Approve high-quality content | Fully Automated |
| Flag for Review | Mark questionable content | Fully Automated |
| Manual Review | Human oversight for flagged content | Manual |
| Final Decision | Approve, reject, or request edits | Manual |
| Learning Update | Improve AI based on decisions | Semi-Automated |
Quality Controls
| Control | Description | Threshold | Action |
|---|---|---|---|
| Toxicity Filter | Detect harmful content | greater than 80% | Auto-reject |
| Spam Filter | Identify low-quality content | greater than 70% | Flag for review |
| Brand Safety | Ensure brand alignment | less than 60% | Manual review |
| Sensitivity Check | Flag sensitive topics | greater than 50% | Human review |
| Engagement Filter | Predict low performance | less than 40% | Optimization |
| Originality Check | Ensure content uniqueness | less than 30% | Regeneration |
Manual Review Interface
- Content Preview: See exactly how content will appear
- Score Breakdown: Detailed explanation of moderation scores
- Edit Suggestions: AI recommendations for improvement
- Quick Actions: Approve, reject, or edit with one click
- Batch Operations: Handle multiple content pieces
- Feedback System: Provide input for AI learning
Moderation Settings
| Setting | Description | Options |
|---|---|---|
| Auto-Approval Threshold | Automatic approval score | 70-95% |
| Manual Review Threshold | Human review trigger | 50-80% |
| Brand Safety Level | Strictness of brand checks | Low, Medium, High |
| Toxicity Sensitivity | Harmful content detection | Conservative, Balanced, Aggressive |
| Spam Filtering | Quality content requirements | Strict, Moderate, Lenient |
| Language Support | Supported languages | English, Spanish, French, etc. |
Analytics & Reporting
- Moderation Statistics: Success rates and decision breakdowns
- Quality Trends: Content quality over time
- Flag Analysis: Most common moderation issues
- Performance Metrics: Processing speed and accuracy
- Cost Analysis: Manual review costs and efficiency
- Improvement Tracking: AI learning and optimization progress
Integration Features
- API Access: Programmatic moderation for external tools
- Webhook Support: Real-time notifications for decisions
- Custom Rules: User-defined moderation criteria
- White-label Options: Branded moderation interface
- Multi-language Support: Global content moderation
- Compliance Reporting: Regulatory compliance documentation