Games like Illusoria
Games like Illusoria include Hollow Knight, Touhou Luna Nights, Hollow Knight: Silksong, SANABI, and Ori and the Will of the Wisps. We matched them by the tags players give Illusoria on Steam (Exploration, Side Scroller, Puzzle, Difficult, and Platformer): closest matches first, and among equally close ones the better-known games.

Hollow Knight
Shared: Platformer · Difficult · Exploration

Touhou Luna Nights
Shared: Side Scroller · Difficult · Exploration

Hollow Knight: Silksong
Shared: Difficult · Exploration · Platformer

SANABI
Shared: Story Rich · Action · Platformer

Ori and the Will of the Wisps
Shared: Platformer · Exploration · Action

Rogue Legacy 2
Shared: Arcade · Platformer · Difficult

STAR WARS Jedi: Fallen Order™
Shared: Action-Adventure · Exploration · Platformer

Celeste
Shared: Difficult · Platformer · Pixel Graphics

Rain World
Shared: Exploration · Difficult · Platformer

Skul: The Hero Slayer
Shared: Platformer · Action · 2D

ANIMAL WELL
Shared: Exploration · Puzzle · Platformer

LIMBO
Shared: Puzzle · Platformer · 2D

Bloodstained: Ritual of the Night
Shared: Side Scroller · RPG · Platformer

Portal 2
Shared: Puzzle · Platformer · Story Rich

Geometry Dash
Shared: Difficult · Platformer · 2D

Tomb Raider Game of the Year
Shared: Exploration · Action · Story Rich

Dungeon Munchies
Shared: Exploration · RPG · Action

Shovel Knight: Treasure Trove
Shared: Platformer · Difficult · Side Scroller

La-Mulana
Shared: Difficult · Exploration · Platformer

Rise of the Tomb Raider™
Shared: Exploration · Action · Action-Adventure

Dust: An Elysian Tail
Shared: Platformer · RPG · Action

Rabi-Ribi
Shared: Exploration · Side Scroller · Anime

Afterimage
Shared: Side Scroller · Exploration · Difficult

FEZ
Shared: Puzzle · Exploration · Platformer