AI Shopping Support Helping Ecommerce Teams Answer Product Questions With More Care
About Handful
Handful is an ecommerce brand focused on creating a better shopping and support experience for customers. CoPilot helped the team use AI to answer nuanced product questions, check order status, recommend products, and support richer product content across the customer journey.
What Handful was facing
The challenge
Customers often arrive with specific questions about fit, use cases, product details, and order status. Those questions matter, but answering them manually can pull ecommerce teams away from merchandising, growth, and customer care work that needs more attention.
The challenge was to make AI feel useful and brand-aligned: helpful enough to support real shopping decisions, structured enough to work with store data, and careful enough to hand off when a human should step in.
What we built
We created an AI shopping assistant that answers nuanced questions, checks order status, recommends products, and supports higher-value product content.
The assistant was designed around common customer journeys: discovery, comparison, purchase confidence, and post-purchase support. It connects product information with conversational guidance so shoppers can get faster answers without losing the tone and care of the brand.
CoPilot also helped shape content workflows that make product information more useful for search, recommendation, and customer-facing support.
Key results
Customers can get product guidance without waiting for a manual response.
Recommendations help shoppers move from questions to relevant products.
Order and product questions can be handled more consistently.
AI workflows create stronger material for merchandising and support.
For ecommerce brands, AI works best when it helps customers feel understood while giving internal teams more room to focus on growth and service quality.
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