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

  1. Select seed images and prompt category.
  2. Generate up to 50 prompt candidates.
  3. Curate the best prompts and select up to 20 for rendering.
  4. Run selected-prompt rendering and review success vs failed prompts.

Prompt-to-image output example from a workflow run

Curating prompt candidates before rendering usually improves consistency and relevance.