Best results come when you treat it like a visual editor, not a mind reader. Give it clear signals and it will compress your whole vibe into one frame that reads instantly. Clean workstation energy, camera-forward identity, runner details, calm backdrop. It lands like a visual résumé for headers, profiles, and brand moments.
The limitation is likeness. It can drift toward a generic look, which can reduce accuracy for people with non-European features. With stronger constraints and reference photos it improves, but sometimes it still takes creative liberties you did not authorize.
