Model the repeat-purchase economics first
Before we build anything we pull your sales history — average order value, purchase frequency, gap between repeat buys, and what a retained customer is actually worth over 12 months. Every scheme (points value, cashback %, referral reward, membership price) is back-solved from those numbers so rewards come out of margin you can afford, not gut feel that quietly bleeds you.