Place the frozen fried shrimp directly into the basket of an air fryer. Make sure the heat can reach each shrimp from all directions.
Work in batches if you can't fit all you want to cook at one time.
Set your air fryer to 400 degrees for 10 minutes.
Check the shrimp after 10 minutes. Give the basket a shake and cook for another 5 minutes or until crispy.
If you are working in batches, add all the shrimp back in and cook for 1 minute to make sure all the shrimp is nice and hot.
Notes
If you are looking to make a sauce, you can combine:
3 parts ketchup
1 part sweet chili sauce
1 part mayonnaise
salt, pepper, and garlic powder to taste
1 part horseradish (optional)
I do all of this to my own taste. Put it together, mix it up, then taste it. If it's lacking in any of the flavors, add a little more and taste again until it's to your liking.