AI agents are becoming key helpers for customers when they shop. If your Master Product Data isn’t ready for them, you're not part of the consideration. Occtoo makes your products visible, understandable, and actionable for AI agents.
We are entering a world where autonomous AI shapes demand, curates options, and influences purchases long before a human clicks “buy.” As AI agents take action on your customers’ behalf, Occtoo ensures your Master Product Data is unified, structured, enriched, and instantly accessible through the Model Context Protocol (MCP).
Product Data for AI Discovery
Prepare product data for AI discovery
The first and most important step is to make sure your products are fully understandable and visible to agents like ChatGPT, Perplexity, and Gemini. These third-party agents rely on structured Master Product Data to perform, and our Product Orchestration Engine delivers exactly that.
The Data Backbone for Your AI Agents
Power your own AI agents with orchestrated product data
Occtoo orchestrates the data your agents rely on. With one unified product data layer, your agents can access all attributes, product relationships, real-time stock and pricing, automatically fix data gaps, and deliver complete product content wherever it’s needed.
Where Product Data Meets MCP
The foundation for an MCP-ready retail stack
Agentic Commerce requires agent-accessible systems and plug-and-play infrastructure aligned with the Model Context Protocol (MCP). Occtoo provides clean APIs, an MCP-ready product layer, and secure governance, so AI agents can connect instantly, understand your products, and act on real-time data.
Frequently asked questions about Occtoo and Agentic Commerce
How do AI agents access product data through Occtoo?
Unified product data layer Occtoo is a Product Orchestration Engine, creating a unified, real-time product data layer by connecting and consolidating data from various backend systems (like PIMs, ERPs, etc.).
Semantic modeling with Occtoo Cards You model and unify data using Occtoo Cards, which activate and structure product properties into intelligent datasets.
Smart filtering with Occtoo Segments You can filter and combine product + customer + context data to generate purpose-built datasets for specific AI agents or channels.
Real-time access via Occtoo Destinations These datasets are published to Occtoo Destinations, which expose the data as real-time APIs — perfectly structured for AI agents to query and use.
No heavy integration work AI agents don’t need direct integrations into your legacy systems. They access product data through lightweight APIs, with Occtoo managing data orchestration behind the scenes.
How does Occtoo stay relevant as AI models evolve?
No matter how advanced AI becomes, it’s only as good as the data it runs on, and Occtoo ensures that data is always orchestrated, accurate, and ready.
What makes product data “AI-ready” in Occtoo?
AI-ready in Occtoo = unified, structured, contextual, and instantly accessible, so any AI agent can use it without extra engineering or cleanup.
What enables AI agents to handle commerce across platforms?
Open protocols like UCP, OpenAI’s commerce APIs, and Agent2Agent (A2A) allow AI agents to communicate, transact, and collaborate across platforms, making Agentic Commerce possible.
Is your Master Product Data ready for Agentic Commerce?
If not, that’s okay. We can help you take the first step.
