Games like Play With Me: Escape Room
Games like Play With Me: Escape Room include Sally Face - Episode One, Little Nightmares II, DISTRAINT: Deluxe Edition, MiSide, and Fran Bow. We matched them by the tags players give Play With Me: Escape Room on Steam (Story Rich, Horror, Singleplayer, Adventure, and Puzzle): closest matches first, and among equally close ones the better-known games.

Sally Face - Episode One
Shared: Story Rich · Horror · Indie

Little Nightmares II
Shared: Horror · Singleplayer · Adventure

DISTRAINT: Deluxe Edition
Shared: Horror · Indie · Story Rich

MiSide
Shared: Story Rich · Horror · Psychological Horror

Fran Bow
Shared: Story Rich · Horror · Puzzle

Little Nightmares
Shared: Horror · Singleplayer · Adventure

OneShot
Shared: Story Rich · Indie · Singleplayer

Papers, Please
Shared: Indie · Singleplayer · Story Rich

OMORI
Shared: Story Rich · Indie · Psychological Horror

Firework
Shared: Horror · Puzzle · Indie

Rusty Lake Paradise
Shared: Puzzle · Adventure · Horror

SANABI
Shared: Story Rich · Adventure · Singleplayer

Tales of the Black Forest
Shared: Horror · Story Rich · Adventure

KinitoPET
Shared: Horror · Story Rich · Psychological Horror

There Is No Game: Wrong Dimension
Shared: Puzzle · Indie · Adventure

Poppy Playtime
Shared: Horror · Singleplayer · Puzzle

Changed
Shared: Singleplayer · Puzzle · Adventure

The Witch's House MV
Shared: Horror · Story Rich · Indie

To the Moon
Shared: Story Rich · Indie · Adventure

Buddy Simulator 1984
Shared: Horror · Story Rich · Indie

Samsara Room
Shared: Adventure · Puzzle · Indie

Pony Island
Shared: Puzzle · Indie · Singleplayer

Outer Wilds
Shared: Story Rich · Adventure · Puzzle

Mad Father
Shared: Horror · Story Rich · Psychological Horror