Workflows Overview
Learn the primary workflow types and how each run moves from inputs to outputs and artifacts.
Core workflow families
- Product photos and photo variations
- Prompt-candidate generation and selected-prompt rendering
- Product ads and market analysis
- Product data extraction, content, and feature generation
- Upscale image enhancement
Workflow lifecycle
Every run follows the same status model:
- Pending: request accepted and queued.
- Running: generation in progress.
- Completed: outputs and artifacts are available.
- Failed: run ended with an error payload and needs retry or input fixes.
Output and artifact surfaces
Use product-level workflow pages for focused execution, and global workflow pages for cross-product visibility.
Artifacts capture structured outputs such as prompts, ads, market analysis, and derived product content.
Workflow runs attach generated media and structured outputs for later review.
- Prompt catalog and categories - Go deeper on prompt generation controls.
- Artifacts and output review - Track and reuse generated outputs.