Guna

Description

The AI Personal Shopping Assistant recommends products based on style preferences, purchase history, and budget constraints. It combines recommendation engines with a generative LLM to explain suggestions clearly. The context protocol stores preference embeddings and integrates with e-commerce APIs. This simplifies shopping decisions and improves satisfaction. Users interact via mobile apps or browser extensions. Pricing follows affiliate-based revenue models or $9–$19 per month premium plans.