Dark Factory
The flagship content production pipeline. Upload a single product image, select the services you need, and the Dark Factory generates everything automatically — product photos, videos, UGC-style ads, social content, and more — all in one coordinated run. Access: app.wrldwide.ai/dark-factoryWhat is Dark Factory?
Dark Factory is an automated AI content pipeline designed for e-commerce brands and marketers. Instead of running separate tools for images, videos, and ads, you define your content needs once and the system coordinates everything. The workflow:- Upload your product image
- Select services from the catalog (or apply a quick recipe)
- Configure per-service settings
- Review cost and execution plan
- Launch and monitor progress
- Download all assets from the results gallery
Six-Phase Workflow
| Phase | Description |
|---|---|
| Upload | Drop in your product image, add a name and description |
| Select | Choose services from the catalog or apply a quick recipe |
| Configure | Fine-tune per-service settings — quantities, quality tiers, options |
| Review | See the full cost breakdown and execution plan before launching |
| Running | Live progress visualization as assets are generated |
| Results | Gallery of all generated assets, ready to download |
Service Catalog (17 Services)
Image Services
| Service | Description | Credits |
|---|---|---|
| Product Photography | 5 angles on white background — clean e-commerce shots | 5 |
| Lifestyle Shots | Product in real-world scenes — kitchen, office, gym, outdoors | 5 |
| Hero Banner | Wide 16:9 marketing banner for landing pages & ads | 4 |
| Background Removal | Transparent PNG + HD upscale | 1 |
| Image Upscale to 4K | Upscale product images to 4K for print and large displays | 1–3 |
Video Services
| Service | Description | Credits |
|---|---|---|
| Product Showcase Video | 5-10s cinematic product video with camera movement | 16 |
| Product Animation | Rotating/floating product animation loop | 16 |
| Explainer Video | Product video with text overlay captions and CTA | 24 |
UGC Services
| Service | Description | Credits |
|---|---|---|
| UGC Ad | AI avatar pitching your product — full script + voice + video | 30 |
| Talking Head Review | Lip-synced testimonial — looks like a real review video | 25 |
| Social Ad Pack | 3 ad variants for A/B testing — different hooks, angles, CTAs | 50 |
Brand Services
| Service | Description | Credits |
|---|---|---|
| Logo Variations | Generate logo concepts based on your brand name | 4 |
| Packaging Mockup | 3D box, bottle, or pouch visualization | 15 |
| Social Media Kit | IG story, IG post, X header — sized for each platform | 12 |
| Style Transfer | Match your product to a reference aesthetic or mood | 3 |
| Face Swap | Put your product into a scene with a model/influencer face | 5 |
| 3D Model Generation | Generate a 3D model of your product from a single image | 15–30 |
Quick Recipes
One-click configurations that pre-select a combination of services optimized for common use cases.Product Launch
Product Launch
Everything you need to launch a new product:
- Product Photography (5 angles)
- Hero Banner
- Product Showcase Video
- Social Media Kit
- Estimated: 42 credits
UGC Campaign
UGC Campaign
Generate UGC-style content for ads:
- UGC Ad
- Talking Head Review
- Social Ad Pack (3 variants)
- Estimated: 105 credits
Full Creative Suite
Full Creative Suite
Complete content production for a product:
- All Image Services
- All Video Services
- UGC Ad + Talking Head
- Social Media Kit
- Estimated: 158 credits
Credit Calculator
A real-time cost breakdown sidebar updates as you add, remove, or reconfigure services. Shows:- Total estimated credits for the run
- Available credits in your account
- Estimated processing time
- Services running in parallel vs. sequential
Execution Plan
Before launching, review the ordered execution plan showing:- Which services run in parallel
- Which depend on previous outputs
- Estimated completion time
- Credit cost breakdown by service
Live Pipeline Visualization
During the run, watch each service’s progress in real time:- Service status indicators (queued, running, complete, failed)
- Assets appear as they complete
- Cancel the pipeline at any point
- Re-run individual services if needed
Use Cases
Product Launch
Launch a new product with a full content suite in minutes instead of days.
Ad Campaigns
Generate multi-format assets for Meta, TikTok, and Google Ads from a single product shot.
Content at Scale
Scale content production across multiple products without manual work per SKU.
Brand Consistency
Create consistent brand content across photos, videos, and social formats.
Tips for Best Results
Use High-Quality Input Images
Use High-Quality Input Images
Start with a clean, well-lit product photo. The output quality depends heavily on input quality. A plain white or neutral background works best as a starting point.
Try Recipes First
Try Recipes First
If you’re new to Dark Factory, start with a recipe. They’re optimized for specific use cases and give you a reliable baseline to customize from.
Run Background Removal First
Run Background Removal First
Enable Background Removal as a foundation service. Many other services (Lifestyle Shots, Product Animation, Face Swap) produce better results when starting from a clean cutout.
Batch Similar Products
Batch Similar Products
Run multiple products through Dark Factory in separate sessions for best organization and easier bulk download.
How to Use
- Upload your product image via drag-and-drop or file browser. Optionally add a product name and description for better results.
- Click Choose Services to move to the selection phase.
- Pick a quick recipe for instant setup, or manually select individual services from the catalog.
- Adjust quantities, quality tiers, and service-specific options as needed.
- Review the cost breakdown and execution plan on the Review screen.
- Click Launch Dark Factory to start generation. Monitor progress on the Running screen.
- Browse and download all generated assets from the Results gallery.