Agentic Commerce on Shopify, Built for Enterprise
Agentic commerce should begin with a valuable customer or merchant job, trustworthy data, and clear control, not a chatbot demo. SDG designs and builds Shopify AI experiences, Storefront MCP integrations, and Sidekick app extensions that an enterprise team can test, measure, and operate responsibly.
Trusted by brands that define their categories
Readiness before interface
An AI shopping assistant is only as useful as the commerce system behind it. Before selecting a model or designing a conversation, we define the job: product discovery, guided selling, policy questions, cart building, order support, merchant analysis, content operations, or another bounded workflow. Then we identify the data, actions, permissions, evaluation criteria, and human checkpoints required to make it reliable.
That discovery keeps an agentic program tied to customer value and operating reality. It also reveals when conventional search, filters, automation, or better product content would solve the problem more simply.
Storefront MCP for structured commerce interactions
Shopify’s Storefront MCP uses the Model Context Protocol to give an AI shopping experience structured access to commerce capabilities such as product search, store policies, carts, and checkout handoff. Customer account capabilities can support authenticated jobs such as order status and returns. The value is not that a model can scrape the storefront; it is that the application can use explicit, current commerce data and tools.
SDG designs the assistant around those tools, connects the appropriate model, builds the customer-facing experience, and adds the business-specific context native capabilities do not cover. That can include fit guidance, compatibility rules, complex product configuration, store inventory, B2B constraints, or data from a PIM, OMS, and support platform.
Sidekick extensions for merchant workflows
Sidekick is Shopify’s AI assistant inside the admin. Sidekick app extensions let an application expose useful data and scoped actions so a merchant can find information, answer questions, or arrive at the correct workflow with relevant context. The merchant remains in control of changes rather than giving a model unrestricted access to the business.
We build Sidekick extensions for well-defined internal jobs such as finding operational data, surfacing product or campaign context, analyzing custom app records, and guiding a user to a prefilled action. Permissions, response time, error handling, and useful descriptions are part of the product, because an extension that cannot be routed or trusted will not be used.
Agentic readiness starts with the catalog
AI shopping only works when the assistant can understand what you sell, who it is for, whether it is available, how it ships, what it costs, and what rules apply. That means structured product data, clean variants, accurate policies, reliable availability, readable schema, clear canonicals, and analytics that can see agent-originated discovery and cart handoff.
For the practical checklist, read our agentic commerce readiness guide. It covers product data, Storefront MCP, policies, governance, AI search visibility, and measurement for Shopify brands.
Custom assistants and AI-connected operations
Not every useful AI workflow belongs inside the storefront or Shopify admin. We connect Shopify to private model gateways, enterprise data platforms, search and recommendation services, PIM and DAM systems, customer service tools, and governed knowledge sources. We also build custom assistants where the customer journey or internal workflow requires a dedicated interface.
The integration plan defines which source is authoritative, which data a model can see, which actions it can propose or take, and how responses stay grounded in current commerce facts. That matters for product availability and policy answers, where a plausible but outdated response can become a customer-service problem.
Control, security, and oversight by default
Cutting edge should not mean uncontrolled. We design AI systems with scoped permissions, privacy-aware data handling, human approval for consequential actions, test sets for expected behavior, monitoring, cost controls, and graceful fallbacks when the model or a dependency is uncertain. Logs need to show what the system attempted and which tools or sources informed the answer.
We launch in measured stages: internal evaluation, limited traffic or users, explicit success and failure criteria, then broader rollout. Explore our Shopify consulting, Shopify Plus, and custom development practices for the strategy and engineering around the AI layer.
Everything your store needs, from one senior team
SDG is a full-service Shopify partner. The same senior engineers and designers behind enterprise replatforms also take on focused projects, ongoing support, and everything in between — for brands large and small. One accountable team, end to end.
Strategy & architecture
Platform evaluation, TCO, roadmaps, and technical architecture grounded in two decades on Shopify.
UX/UI design
Brand-led storefront design and interface work, engineered to convert as well as it looks.
Storefront development
Theme and fully custom front-end builds, from a single template to a complete storefront.
Headless & composable
Hydrogen, Oxygen, and custom React storefronts engineered to hit performance budgets others miss.
Replatforming & migrations
Moves onto Shopify and Shopify Plus without downtime or data loss, including the largest catalogs in retail.
Systems & data integration
ERP, OMS, PIM, CRM, and bespoke middleware — the back-office systems global retail runs on.
Performance engineering
Core Web Vitals, speed, and reliability treated as a baseline, not an afterthought.
Shopify SEO
Technical SEO, site architecture, and structured data so the right buyers find your store.
CRO & experimentation
Conversion-rate optimization and A/B testing that turn existing traffic into more revenue.
Support & retainers
Ongoing monthly support, maintenance, and enhancement — a senior team on call for your store.
Accessibility
WCAG-compliant builds and audits, so your storefront works for every customer.
Apps & custom functionality
Custom Shopify apps, checkout extensions, and bespoke features the platform doesn’t ship out of the box.
Frequently asked questions
What is agentic commerce on Shopify?
Agentic commerce uses AI assistants to help with shopping or merchant workflows, such as product discovery, comparison, cart building, policy questions, order support, and admin tasks. Shopify capabilities such as Storefront MCP and Sidekick app extensions provide structured tools for building those experiences.
Does SDG build AI agents and apps for Shopify?
Yes. We build custom AI agents and assistants, Sidekick app extensions, MCP integrations, and AI-powered merchandising, content, and support tooling, all tailored to your catalog, brand, and back-office systems.
Is AI on Shopify safe for an enterprise brand?
It is when it is engineered for it. We apply scoped permissions, privacy- and residency-aware data handling, human review where it matters, monitoring and evaluation, and safe fallbacks, so AI behaves predictably and stays within bounds you control.
What is the Storefront MCP and why does it matter?
Shopify’s Storefront MCP uses Model Context Protocol to provide structured access to commerce tools such as product search, store policies, carts, and checkout handoff. It lets an AI shopping experience work with explicit Shopify data and actions instead of relying on unstructured page content alone.
Can you integrate Shopify with our own AI or LLM stack?
Yes. We connect Shopify to in-house and third-party models and data platforms, building the integrations, guardrails, and observability needed to run them safely in production.
Where should an agentic commerce program start?
Start with one bounded, valuable job and define the trusted data, tools, permissions, human checkpoints, and success measures it needs. A readiness engagement should also identify cases where better search, product data, or conventional automation is the simpler answer.
How does agentic commerce relate to Shopify SEO and discoverability?
Strong technical SEO and clear product content still matter because search engines and AI-assisted discovery both depend on understandable, current information. Structured catalog data, accurate availability, useful policies, sound canonicals, and reliable schema create a better foundation, while MCP supports applications that need direct commerce tools.
How do we prepare our Shopify store for agentic commerce?
Start with structured product data, consistent policies, clean technical SEO, reliable schema, accurate availability, Storefront MCP planning, governance, and analytics for agent-originated discovery. Our agentic commerce readiness guide walks through the roadmap.
What is Shopify Sidekick, and can SDG extend it?
Shopify Sidekick is Shopify’s built-in AI assistant for merchants. SDG builds Sidekick app extensions that expose approved app data and scoped workflows, so merchants can get business-specific answers and reach the right action while retaining control of changes.
Do you build AI-powered product recommendations and personalization?
Yes. We build AI-driven personalization features, product recommendations, and dynamic merchandising for Shopify storefronts, grounded in your catalog and customer data, with the guardrails needed to keep recommendations accurate and on-brand.