Content Generation
Content generation is where SuperSense transforms your keywords into complete, publish-ready articles. This page explains how the AI engine works and how to optimize for best results.
How Generation Works
When you trigger content generation, SuperSense performs these steps:
Keyword → Analysis → Research → Writing → Formatting → Images → Output
Step-by-Step Process
Keyword Analysis
The AI analyzes your keyword to understand topic, intent, and context.
Topic Research
Using its knowledge base, the AI gathers relevant information about the subject.
Content Creation
The AI generates unique, coherent paragraphs covering the topic comprehensively.
Template Application
Your template structure is applied, with variables replaced by generated content.
Image Processing
Relevant images are sourced, optimized, and attached to the post.
Final Assembly
All elements combine into a complete WordPress post ready for review or publishing.
Generation Methods
Manual Generation
Generate content on-demand:
- Navigate to SuperSense → Generate
- Select a project and keyword
- Configure options (template, images, post status)
- Click Generate
- Review and publish
Best for: Testing, high-priority content, quality-sensitive articles
Batch Generation
Generate multiple posts at once:
- Select multiple pending keywords
- Click Batch Generate
- Configure batch settings
- Monitor progress
Best for: Building initial content library, catching up on content
Automatic Generation
Let SuperSense generate continuously:
- Enable auto-posting in project settings
- Set posting interval
- SuperSense handles the rest
Best for: Ongoing content production, hands-off operation
Generation Settings
Content Settings
| Setting | Description | Recommendation |
|---|---|---|
| Language | Content language | Match target audience |
| Tone | Writing style | Professional, casual, technical |
| Length | Target word count | 800-1500 for blog posts |
Image Settings
| Setting | Description |
|---|---|
| Images Per Post | Number of images to include |
| Image Quality | JPEG compression level |
| Image Size | Maximum dimensions |
| Sources | Where to find images |
Publishing Settings
| Setting | Options |
|---|---|
| Post Status | Draft, Publish, Pending Review |
| Post Date | Immediate, Scheduled, Backdate |
| Categories | WordPress categories |
| Author | WordPress user |
Optimizing Output Quality
Keyword Quality
The most significant factor in content quality is keyword quality.
| ✓ High-Quality Keywords | ✗ Low-Quality Keywords |
|---|---|
| Specific and focused | Vague and broad |
| Clear intent | Ambiguous meaning |
| Natural language | Keyword-stuffed |
Examples:
✓ "how to start a container garden on a balcony"
✗ "garden"
✓ "best budget wireless headphones for running 2024"
✗ "headphones buy cheap"
✓ "beginner's guide to sourdough bread baking"
✗ "bread recipe"
Template Optimization
Well-structured templates produce better content:
- Clear section organization
- Logical content flow
- Appropriate use of
{{ai_content}}placeholders - Balanced spintax for variation
Post-Generation Review
Even high-quality AI content benefits from review:
- Verify factual accuracy
- Check for coherence and flow
- Ensure brand voice consistency
- Add unique insights or examples
- Optimize for SEO
Content Types
SuperSense can generate various content formats:
Informational Articles
Keyword: "what is machine learning"
Output: Comprehensive explainer article
How-To Guides
Keyword: "how to install hardwood flooring"
Output: Step-by-step tutorial with instructions
Listicles
Keyword: "top 10 productivity apps for remote workers"
Output: Numbered list with descriptions
Comparison Articles
Keyword: "iPhone vs Samsung Galaxy comparison"
Output: Feature-by-feature comparison
Product Reviews
Keyword: "MacBook Pro M3 review"
Output: Detailed product evaluation
Generation Queue
When multiple generations are requested:
| Priority | Description |
|---|---|
| High | Manual single-keyword generation |
| Medium | Batch generation |
| Standard | Auto-posting queue |
Queue Management
- View current queue in dashboard
- Cancel pending generations
- Reprioritize as needed
- Monitor progress in real-time
Error Handling
Common Generation Errors
| Error | Cause | Solution |
|---|---|---|
| API Timeout | Network issues | Retry generation |
| Content Filter | Blocked keyword | Review keyword content |
| Image Fetch Failed | Image source unavailable | Check image settings |
| Template Error | Invalid template syntax | Review template |
Retry Failed Keywords
- Filter keywords by "Failed" status
- Review error messages
- Fix underlying issues
- Select keywords and click Retry
Performance Considerations
Generation Speed
Factors affecting speed:
- Keyword complexity
- Content length settings
- Number of images
- Server resources
Resource Usage
Generation requires:
- Active internet connection
- Sufficient PHP memory (256MB+)
- API quota availability
Best Practices for Performance
- Generate during low-traffic periods
- Use reasonable image counts (3-5 per post)
- Monitor server resources
- Don't run parallel generation processes
Quality Assurance
Automated Checks
SuperSense performs automatic quality checks:
- Minimum content length validation
- Duplicate content detection
- Image availability verification
- Template variable replacement confirmation
Manual QA Workflow
For high-quality standards:
- Set post status to "Draft"
- Review generated content
- Edit as needed
- Approve and publish
Monitoring & Analytics
Track generation performance:
- Success rate: Percentage of successful generations
- Average generation time: Time per article
- Content quality scores: Based on length and completeness
- Image attachment rate: Posts with successfully attached images
Use these metrics to identify issues and optimize your workflow.