SQL Server won't automatically restore a database to the folder where the .BAK is located. This would be a disaster waiting to happen (say, that drive is out of space, or is encrypted or compressed, or SQL Server only has read access). Instead, it will try to place the files using the same configuration they had on the system they were backed up from. As Tibor alluded to in a comment below, you certainly could standardize all of your users' installs to have SQL Server installed to the same data folders as the source system, or at least all have the same data folder available to write to.
Barring that, you need to use RESTORE ... WITH MOVE
in order to place the data and log files in the right folder for this instance. First verify what that is:
EXEC master.sys.sp_helpfile;
That will give you two rows with paths like:
filename
------------------------
C:\some\path\master.mdf
C:\some\path\mastlog.ldf
Now run the following from the backup file:
RESTORE FILELISTONLY FROM DISK = 'C:\path\file.bak';
This will give you a row for each file in the backup, corresponding to each data/log file you'll need to restore (and move). For example:
LogicalName
-----------
AdventureWorks2016_Data
AdventureWorks2017_Log
Take the C:\some\path\
part from the first query, and the logical names from the second query, into a statement like this:
RESTORE DATABASE AdventureWorks
FROM DISK = 'C:\path\file.bak'
WITH REPLACE, RECOVERY,
MOVE 'AdventureWorks2016_Data' TO 'C:\some\path\aw.mdf',
MOVE 'AdventureWorks2016_Log' TO 'C:\some\path\aw.ldf';
There are likely complications when your backup includes things like filestream or In-Memory OLTP.
But if your goal is to make a "distributable" backup that will do all that work for the end user, I don't think a traditional SQL Server backup is what you are looking for. Maybe you should look into database projects or providing scripts instead of backups.