Recomatic Related Products

I have found this app the best for suggesting similar products, others I used I had to manually select similar items to link with categories/tags. This algorithm works a treat. It was easy to set up and install on my website. When I updated my website to a new theme Daniel was very helpful and installed it within 24 hours for me.
I would recommend this for anyone looking to upsell.