Games like Alien Horizon (Preview Alpha)
Games like Alien Horizon (Preview Alpha) include Frostpunk, RimWorld, Oxygen Not Included, Manor Lords, and Against the Storm. We matched them by the tags players give Alien Horizon (Preview Alpha) on Steam (City Builder, Strategy, Colony Sim, Simulation, and Building): closest matches first, and among equally close ones the better-known games.

Frostpunk
Shared: City Builder · Strategy · Survival

RimWorld
Shared: Colony Sim · Strategy · Survival

Oxygen Not Included
Shared: Colony Sim · Survival · Building

Manor Lords
Shared: City Builder · Strategy · Simulation

Against the Storm
Shared: Strategy · City Builder · Simulation

Banished
Shared: City Builder · Strategy · Colony Sim

Prison Architect
Shared: Simulation · Building · Colony Sim

Kingdoms and Castles
Shared: City Builder · Colony Sim · Strategy

Empires of the Undergrowth
Shared: Strategy · City Builder · Simulation

Workers & Resources: Soviet Republic
Shared: City Builder · Strategy · Simulation

IXION
Shared: City Builder · Strategy · Colony Sim

Dwarf Fortress
Shared: Colony Sim · Strategy · City Builder

Planetbase
Shared: City Builder · Colony Sim · Strategy

Space Haven
Shared: Colony Sim · Strategy · Survival

Ostriv
Shared: City Builder · Strategy · Simulation

They Are Billions
Shared: Strategy · Colony Sim · City Builder

Norland
Shared: Strategy · City Builder · Simulation

Endzone - A World Apart
Shared: City Builder · Strategy · Survival

Cities: Skylines
Shared: City Builder · Simulation · Strategy

Settlement Survival
Shared: City Builder · Colony Sim · Building

Timberborn
Shared: City Builder · Colony Sim · Building

Frostpunk 2
Shared: City Builder · Strategy · Survival

Farthest Frontier
Shared: City Builder · Strategy · Building

Life is Feudal: Forest Village
Shared: City Builder · Strategy · Colony Sim