> **#project-stoffwechsel** > > **Max Ehrlich** 3:47 PM > hey -- Max from Stoffwechsel here > > **Max Ehrlich** 3:47 PM > we need better product recs, our current system is basically "other people bought this" and it hasn't changed in 3 years > > **Max Ehrlich** 3:48 PM > the problem is our catalog rotates constantly. seasonal collections, new brands, products going out of stock. the recs are always stale > > **Max Ehrlich** 3:49 PM > my merchandising team also wants to know WHY the model recommends something. is it price? brand? style? sustainability score? > > **Max Ehrlich** 3:51 PM > i've got 3 years of transaction data, product metadata, customer profiles. happy to share everything > > **Max Ehrlich** 3:51 PM > let me know how you'd approach this and what you need from me **Suggested message buttons:** None -- P8 is past the P1-P3 button range.