Open the Creature Journal in the game menu. Undiscovered species remain silhouettes until you defeat them. First discoveries and collection milestones celebrate your progress.
The website’s creature chapter deliberately reveals all species, their appearance, habitats and drops. If you prefer surprises, use only the in-game Journal until you discover them.