App Store say app is not compatible with iPad mini

Not all apps are designed by the app developers to run on all hardware. If you want a version for your hardware, contact the developer about making one. Click on this link to discover 'How to contact an app developer' - https://support.apple.com/HT207959

Because it’s probably not.

Apple makes iPads in various configurations.

One size does not fit all.