Games like Oil Empire
Games like Oil Empire include Shelldiver, Cookie Clicker, Potion Craft: Alchemist Simulator, DAVE THE DIVER, and Digseum. We matched them by the tags players give Oil Empire on Steam (Incremental, Automation, Management, Relaxing, and Casual): closest matches first, and among equally close ones the better-known games.

Shelldiver
Shared: Incremental · Management · Casual

Cookie Clicker
Shared: Incremental · Casual · Management

Potion Craft: Alchemist Simulator
Shared: Relaxing · Management · Simulation

DAVE THE DIVER
Shared: Management · Casual · Relaxing

Digseum
Shared: Incremental · Management · Casual

Fortune Mill
Shared: Incremental · Automation · Simulation

Factorio
Shared: Automation · Resource Management · Management

Nodebuster
Shared: Incremental · Casual · Management

Fracture Field
Shared: Incremental · Automation · Casual

Click Mage
Shared: Incremental · Simulation · Relaxing

Papers, Please
Shared: Simulation · Pixel Graphics · Indie

Stardew Valley
Shared: Relaxing · Pixel Graphics · Simulation

Rusty's Retirement
Shared: Automation · Management · Relaxing

Click the Button
Shared: Incremental · Casual · Simulation

Game Dev Tycoon
Shared: Management · Simulation · Casual

A Game About Feeding A Black Hole
Shared: Incremental · Relaxing · Casual

Tavern Master
Shared: Management · Simulation · Relaxing

Forage Wizard
Shared: Incremental · Casual · Simulation

Cities: Skylines II
Shared: Management · Simulation · Relaxing

Retro Rewind - Video Store Simulator
Shared: Management · Relaxing · Simulation

Mini Motorways
Shared: Management · Casual · Simulation

All Hail the Orb
Shared: Incremental · Automation · Simulation

shapez
Shared: Automation · Management · Resource Management

Hearth and Hamlet
Shared: Incremental · Management · Casual