Games like Where's That Clown?!
Games like Where's That Clown?! include The WereCleaner, Hatsune Miku: Project DIVA Mega Mix+, Asphalt Legends, Slime Rancher 2, and We Love Katamari REROLL+ Royal Reverie. We matched them by the tags players give Where's That Clown?! on Steam (Arcade, Action, 3D, Cute, and Top-Down): closest matches first, and among equally close ones the better-known games.

The WereCleaner
Shared: Arcade · Cute · Casual

Hatsune Miku: Project DIVA Mega Mix+
Shared: Arcade · Cute · 3D

Asphalt Legends
Shared: Arcade · Controller · Free to Play

Slime Rancher 2
Shared: Cute · Colorful · 3D

We Love Katamari REROLL+ Royal Reverie
Shared: Action · Cute · 3D

Katamari Damacy REROLL
Shared: Cute · Colorful · Action

DJMAX RESPECT V
Shared: Action · Cute · Arcade

Brawlhalla
Shared: Free to Play · Action · Controller

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

Circuit Superstars
Shared: Top-Down · Controller · Arcade

A Dance of Fire and Ice
Shared: Arcade · Indie · Colorful

Spin Rhythm XD
Shared: Action · Arcade · Indie

Slime Rancher
Shared: Cute · Colorful · Singleplayer

VIVIDLOPE
Shared: Arcade · 3D · Cute

Melatonin
Shared: Cute · Indie · Colorful

Planes, Bullets and Vodka
Shared: Action · Arcade · Casual

Disney Speedstorm
Shared: Action · Arcade · 3D

Say No! More
Shared: Cute · Indie · Colorful

Muse Dash
Shared: Cute · Casual · Colorful

pureya
Shared: Arcade · Colorful · Action

Zuma's Revenge!
Shared: Action · Arcade · Casual

Shower With Your Dad Simulator 2015: Do You Still Shower With Your Dad
Shared: Arcade · Action · Controller

TEKKEN 7
Shared: Action · Arcade · Controller

Orbt XL
Shared: Arcade · Action · Controller