# Conversational shopping assistant: AI use case

> Help shoppers find the right product in natural language, on site and in AI assistants. Retail & E-commerce.

Source: https://aibyos.com/use-cases/shopping

Retail & E-commerce

# Conversational shopping assistant

Help shoppers find the right product in natural language, on site and in AI assistants.

[Discuss this use case](https://aibyos.com/contact)

## How we approach it

1.  Hybrid product search over catalogue, reviews and stock
2.  Guided Q&A and comparisons
3.  MCP server so external AI assistants can search and order

## How success is measured

Search-to-cart conversion, zero-result queries, assistant-driven revenue.

## Capabilities involved

[⌕ RAG & Enterprise Search](https://aibyos.com/services/rag)[❖ LLM Applications & Copilots](https://aibyos.com/services/llm-apps)[⌘ MCP Servers & Tool Integration](https://aibyos.com/services/mcp)

## Industry

Retail & E-commerce

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