Location of Neo4J Desktop executable on Linux

I recently installed Kubuntu on my Laptop that was previously Windows.

I downloaded and installed the Neo4J Desktop AppImage. It launched as expected after installation.
When I want to launch it again some time later I notice the installation didn't create a Launcher.

I am trying to figure out how to launch Neo4J Desktop but cannot find an executable or script marked as executable.
It seems I need to launch node with specific arguments. I couldn't find anything in the documentation to help.

I eventually figured out that the AppImage will be used every time to launch the Desktop.
I moved it from Downloads to /opt/neo4j-desktop since I consider files in my Downloads to be temporary.
I would suggest clarifying this in the documentation.