Games like Shooting Stars!
Games like Shooting Stars! include Vampire Survivors, LUFTRAUSERS, ZeroRanger, Skul: The Hero Slayer, and Bit Blaster XL. We matched them by the tags players give Shooting Stars! on Steam (Action, Indie, Shoot 'Em Up, Memes, and Pixel Graphics): closest matches first, and among equally close ones the better-known games.

Vampire Survivors
Shared: Bullet Hell · Pixel Graphics · Indie

LUFTRAUSERS
Shared: Indie · Action · Bullet Hell

ZeroRanger
Shared: Indie · Shoot 'Em Up · Action

Skul: The Hero Slayer
Shared: Action · Indie · Pixel Graphics

Bit Blaster XL
Shared: Shoot 'Em Up · Bullet Hell · Action

BALL x PIT
Shared: Action · Bullet Hell · Shoot 'Em Up

Cyberhunt
Shared: Action · Indie · Shoot 'Em Up

Broforce
Shared: Action · Pixel Graphics · Indie

Enter the Gungeon
Shared: Bullet Hell · Pixel Graphics · Indie

Star of Providence
Shared: Shoot 'Em Up · Indie · Bullet Hell

Star Saviors
Shared: Action · Shoot 'Em Up · Indie

Katana ZERO
Shared: Action · Pixel Graphics · Indie

Jet Lancer
Shared: Action · Indie · Shoot 'Em Up

SAMOLIOTIK
Shared: Indie · Action · Memes

DRAINUS
Shared: Action · Indie · Shoot 'Em Up

Hotline Miami
Shared: Action · Indie · Pixel Graphics

Dungeon Munchies
Shared: Action · Indie · Pixel Graphics

SANABI
Shared: Action · Pixel Graphics · Indie

BLUE REVOLVER
Shared: Shoot 'Em Up · Indie · Action

Beat Hazard
Shared: Shoot 'Em Up · Bullet Hell · Indie

Planes, Bullets and Vodka
Shared: Action · Shoot 'Em Up · Bullet Hell

Nuclear Throne
Shared: Indie · Pixel Graphics · Action

The Void Rains Upon Her Heart
Shared: Indie · Action · Shoot 'Em Up

Nova Drift
Shared: Shoot 'Em Up · Bullet Hell · Action