How We Integrate AI Shopping Assistants with Shopify Stores
How We Connect AI Systems to Shopify
We index your Shopify product catalog, collections, and policy pages into an in-VPC vector store using Shopify Storefront GraphQL queries. On the storefront, our lightweight conversational UI allows shoppers to discover products. For post-purchase inquiries, the bot uses the Shopify Admin API to fetch order status using customer phone or email verification.
API Boundaries, Authentication & Latency SLAs
Supported Shopify Events & Webhooks
How We Protect Your Shopify Data
- Shopify HMAC header verification on all inbound catalog sync webhooks.
- Customer verification code (OTP) required before revealing sensitive order details.
- Storefront API tokens used for client-facing queries, isolating Admin API keys.
How We Deploy This Integration in 5 Steps
Key Integration Questions Answered
Does this work with headless Shopify setups (Next.js / Hydrogen)?
Yes. Our conversational components are built with modern React and TypeScript, making them drop-in compatible with headless Next.js, Remix, Hydrogen, or traditional Liquid themes.
How does the bot prevent recommending out-of-stock items?
Our vector search applies a live metadata filter (inventory_quantity > 0 AND available_for_sale = true) before returning recommendations, ensuring only purchasable items appear.
AI Chatbot Development
Learn how we build end-to-end production architectures powered by this integration.
About Aurevion AI
Custom AI systems, private RAG architectures, and sovereign software development for growing engineering teams.
Aurevion AI engineers dependable production artificial intelligence systems, sovereign retrieval-augmented generation pipelines, autonomous agentic workflows, and modern high-concurrency software applications. We partner directly with engineering leaders across North America and Europe, deploying zero-trust private cloud architectures with complete intellectual property ownership, deterministic reliability guarantees, and transparent sprint-based technical team collaboration.