Games like What happened on the Moon?

Games like What happened on the Moon? include Outer Wilds, What Remains of Edith Finch, Firewatch, Until Then, and OPUS: Echo of Starsong - Full Bloom Edition. We matched them by the tags players give What happened on the Moon? on Steam (Walking Simulator, Visual Novel, Exploration, Side Scroller, and 2D): closest matches first, and among equally close ones the better-known games.