Recommendations for “Related Products” or “You May Also Like” merchandising tools?

Hi all, we're looking for an out of the box solution to serve related products to users for an American clothing company (about 1m monthly users). The logic rules are getting too untidy and frankly just becoming too much work with too little return. Does anyone know what J Crew, Madewell, Nordstrom etc. use? Have you worked with any tools that you really liked?

Thank you all so, so much for your insight!

submitted by /u/husseinpitchlord
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