Lost AppStore on my iPhone.

You can't reinstall since you cannot delete the App Store in the first place.

Best you check your restrictions in Settings > Screen Time > Content & Privacy Restrictions > see here.

Note: you need to enable Content & Privacy Restrictions to make changes.

The App Store cannot be deleted.

It is either in a folder or on a different home screen page.

You're welcome.