What Makes a Production-Ready AI Image
Resolution, composition, clean edges, and commercial clarity—criteria we use when curating stills for Bobo Marketplace.
Bobo
July 21, 2026
8 min read
A beautiful render is not automatically production-ready. For marketplace stills, we prioritize files that survive real pipelines.
Checklist
- Enough resolution for crop and layout flexibility
- Readable focal subject at thumbnail size
- Lighting and color that grade cleanly
- Metadata that describes style and model honestly
- License text that matches intended commercial use
When you upload your own catalog, treat this checklist as a publishing gate before marking an asset featured.