Why do no products show up in the product recommendations section?

There’s nothing to worry about. The products will show up there soon.
The recommendation algorithm predicts the most relevant products based on the product a customer is interacting with. The criteria that the algorithm uses depends on the recommendation intent and a merchant's online store. In general, it might take into account the following factors:

  • Purchase history - Finds products that have historically been purchased together.
  • Product description - Finds products with similar descriptions.
  • Related collections - Finds products from collections that the current product is part of, excluding collections with handles all and frontpage.

You can find out more details about this here.