Designed to preserve
Shape, color cues, recognizable details, and the product relationship that a buyer needs to understand.
Seller resource
Lystiva is designed to preserve recognizable product identity, but every generated frame remains a draft that the seller must inspect against the source.
Preserve the source
Lystiva is designed to keep visible product identity in view while creating new compositions. The source photo and confirmed facts remain the authority when a generated frame looks uncertain.
Shape, color cues, recognizable details, and the product relationship that a buyer needs to understand.
Materials, measurements, variants, compliance, or product claims that are not known or confirmed.
Every generated image is reviewed before it can become part of an export or public listing.
No system can guarantee that a generated image is correct for every product or that it will rank, convert, or sell. The workflow makes review explicit so you can reject a weak frame instead of hiding uncertainty.