AI-led Framework for Automated Replenishment in HBW Retail
Decoding the Customer Demand
29% of beauty purchase decisions are motivated by product availability, and 23% by a good selection of products.
AI-driven demand forecasting solutions can factor in thousands of constraints – sales influencers, historical demand, regional parameters, category & channel-specific factors, and much more – to generate highly precise forecasts.
Data-Driven Replenishment Instead of Guesses
In 2024, skincare “efficacy” searches spiked by 700%, while 23% of shoppers were influenced by “product price comparison.
Demand planners need to mine and analyze a diverse and broader set of consumer, market, and purchase motivation data to optimize inventory. AI-led replenishment solutions implement an analytics-driven approach for allocating inventory at all product locations.
Bolster Brick & Mortar Value Props
While online shopping has increased across health, beauty, and wellness retail segments, in- store buying and physical touchpoints still matter. As much as 40% of online retail includes a physical touchpoint.
AI/ML-driven replenishment empowers retailers to offer highly tuned product assortments as per granular demand patterns. Retailers can expand beyond core product categories and expand to adjacent categories or go deep in a specific category to gain spending share with customers.
Automating Promotions Management
The pre-shop motivation for 16% of beauty shoppers comes from “Deals”. 23% of Gen-Z and 28% of Millennials only buy products on discount.
Promotions have a substantial impact on retailer revenues. However, demand shifts and lifts during sales can eat away as much as 17% of their profits. Intelligent replenishment solutions offer dynamic demand balancing to keep those profits intact by ensuring the right stock availability without capital lock-ins at all store locations.
Master the Three A’s- Agility, Adaptability and Assortment
Beauty and wellness sectors are converging, amassing a $140.7 billion value in the US alone. Further, wellness alone has a market share of 82% of consumers in the US, 73% in the EU, and 87% in China.
