Beauty brands and retailers are preparing for the holiday season by predicting what consumers will purchase in the upcoming months and adjusting accordingly. Spate predicts that holiday shoppers will seek DIY beauty solutions such as builder gel for nails and hair styling products that offer salon-quality results at home. The machine intelligence platform says consumers are seeking a blend of convenience, affordability and self-expression.