Artifacts and Output Review

Artifacts store structured workflow results so you can audit, compare, and reuse outputs over time.

What artifacts include

  • Generated prompts and prompt metadata
  • Ad variants and associated copy
  • Market analysis outputs
  • Derived product data and content blocks

Review loop for operators

  1. Open Workflows to inspect run status and runtime context.
  2. Open Artifacts to compare structured outputs by run.
  3. Promote high-performing outputs into your publishing workflow.
  4. Use findings to refine future prompt categories and seed-image selection.

Workflow output sample used for artifact quality review

Teams that review artifacts between runs usually converge on better prompts and outputs faster.