What happens to 32-bit apps on a device after an iOS 11 update?
The data and application are both left intact. If you try to tap on those apps, it takes you to the settings / App Store to contact the developer and explaining the app will not run. 

You can pre check on iOS 10 in the settings app. 


General > About > Applications