Hi dudumagic
The easiest way to find which products are is by using a DBMS like phpMyadmin (for example) to browse your database and go to the wp_atum_product_data table. There you can filter the results and get all those that have the purchase_price column set to NULL.
Hope this helps.
Best Regards,
Salva.