Prompt Catalog and Categories
Use categories and staged prompting to produce higher-quality prompts before final image rendering.
Two prompt paths
- Standard image workflows: choose a category and generate images directly.
- Advanced prompting flow: generate prompt candidates first, curate the set, then render selected prompts.
Category strategy
Pick categories based on desired merchandising context and detail level:
- General: broad catalog-friendly product shots
- Lifestyle: in-context usage environments
- Macro: detail-focused textures and craftsmanship
- UGC / Model / Unboxing: campaign-oriented storytelling
- Infographic and Comparison: feature communication and conversion support
Advanced prompting flow
- Select seed images and prompt category.
- Generate up to 50 prompt candidates.
- Curate the best prompts and select up to 20 for rendering.
- Run selected-prompt rendering and review success vs failed prompts.

Curating prompt candidates before rendering usually improves consistency and relevance.
