Having broken references is very common, there are many situations where content editors are not aware of the dangers of enforcing publishing an entry that is referencing another entry or asset that no longer exists or never has been published. Unfourtanely if we have thousands of entries it may be tricky to find them, I tried to build something that I think can be helpful.
https://github.com/pauloamgomes/contentful-broken-references-app