A simple recommendation suggests products to a customer using rules drawn from the data, such as the products most often bought with the one they are viewing (co-occurrence) or best sellers. Without a complex model, it remains explainable, easy to evaluate and serves as a benchmark.
Example
For a basket containing a coffee maker, suggest the 3 products with the highest lift with it.