Shopify engineering releases shared generative discovery model

Shopify engineering details its new shared generative discovery model, which jointly trains on search and recommendation data using a pretrained language model. By representing products with semantic-ID tokens and applying specialized fine-tuning, reinforcement learning, and serving optimizations, the system achieves significant gains in online orders, conversion rates, and offline relevance metrics. Open article →