Games like Cat Follow Me
Games like Cat Follow Me include ALTF4, Megabonk, Kao the Kangaroo: Round 2 (2003 re-release), Vampire Survivors, and A Hat in Time. We matched them by the tags players give Cat Follow Me on Steam (Casual, Action, Arcade, Cats, and Cute): closest matches first, and among equally close ones the better-known games.

ALTF4
Shared: Action · 3D Platformer · Arcade

Megabonk
Shared: Action · Roguelike · Roguelite

Kao the Kangaroo: Round 2 (2003 re-release)
Shared: Action · Casual · 3D Platformer

Vampire Survivors
Shared: Casual · Roguelite · Arcade

A Hat in Time
Shared: Cute · 3D Platformer · Platformer

Cat Goes Fishing
Shared: Cats · Casual · Cute

Twin Shot Deluxe
Shared: Casual · Action · Arcade

Rogue Legacy 2
Shared: Arcade · Action · Platformer

Only Climb: Better Together
Shared: Arcade · 3D Platformer · Platformer

pureya
Shared: Casual · Arcade · Action

Spyro™ Reignited Trilogy
Shared: Action · 3D Platformer · Platformer

Haste
Shared: Action · 3D Platformer · Roguelite

Skul: The Hero Slayer
Shared: Action · Roguelike · Platformer

Puyo Puyo™ Tetris® 2
Shared: Casual · Action · Arcade

Woodle Tree Adventures
Shared: Action · Platformer · Cute

Lil Gator Game
Shared: Casual · Cute · Colorful

Rogue Legacy
Shared: Action · Platformer · Roguelike

DJMAX RESPECT V
Shared: Casual · Action · Cute

SpongeBob SquarePants: The Cosmic Shake
Shared: Action · 3D Platformer · Platformer

Katamari Damacy REROLL
Shared: Casual · Action · Cute

Yooka-Laylee
Shared: 3D Platformer · Action · Platformer

Pikuniku
Shared: Casual · Cute · Action

Pumpkin Jack
Shared: Action · 3D Platformer · Colorful

Slime Rancher
Shared: Cute · Casual · Colorful