As stated in the title, the map takes place in Atlas Superstore in Verdansk. The warehouse appears to be used as a smuggling hotspot for chemicals and weapons by Zakhaev as evidenced by the presence of chemical drums near the lumber aisle and crates bearing the Zakhaev Arms logo. The warehouse itself also seems to have been affected by an attack, as shown by a large shelf tumbled over near the checkout.
- In the Season Two Gameplay Trailer, the date for Atlas Superstore was Day 7, 20:42:03
- Outside the playable area is the entire map of Verdansk from Call of Duty: Warzone in a low-poly rendition. This is also visible in the maps Vacant, Broadcast and Scrapyard.
- The appearance of the superstore compared to the version in Warzone is different.
- The shipping area of Atlas Superstore later in Season Three became a Gunfight map called Aisle 9.