Agentic commerce.
The new layer where AI agents act on behalf of customers. They discover products through conversation, compare options, build carts, and complete checkout without anyone touching a traditional storefront. ChatGPT, Perplexity, Gemini, and Claude are already shipping versions of it.
A structural shift, not a feature.
The storefront is no longer the only entry point. Product feeds, structured data, and protocols like Google's Universal Commerce Protocol (UCP) become the new infrastructure. Retailers who treat their catalog as a system, not a website, win the next decade. Carrefour, Shopify, Walmart, and Target have already moved. Most others have not.
Customers describe intent in natural language. Agents pull products from real catalogs in real time.
AI compares offers across price, availability, and structured attributes. Brand wins are decided by data quality.
Carts are built inside the agent. Payment happens on the merchant site or natively where supported.
How we prepare your business.
Agentic commerce rewards businesses with clean infrastructure. We build the technical layer that makes your catalog readable by AI agents and your brand visible across AI-driven surfaces.
We structure your catalog so AI agents can read, compare, and surface your products. Clean taxonomy, proper attributes, UCP-ready formatting.
Learn more →We implement the schema markup and semantic structure that AI crawlers need to understand your products and your business.
Learn more →We optimize your content to get cited by ChatGPT, Perplexity, and Google AI Overviews. If AI agents cannot find you, they cannot sell you.
Learn more →We build or restructure your store so the technical layer supports agent-driven discovery and checkout.
Learn more →Articles on agentic commerce.
Case studies, technical breakdowns, and playbooks for merchants plugging into AI-driven commerce surfaces.
Why Your Content Ranks #1 on Google but Is Invisible in ChatGPT
Google rankings and AI citations are two different visibility systems. Here is why your top-ranking pages get ignored by ChatGPT and how to fix it.
Profound vs Share of Model: Which AI Visibility Tool Should You Use?
AI visibility tools track whether ChatGPT and Perplexity cite your brand. Here is how Profound, Share of Model, and the rest of the market compare.
How to Track AI Citations for Your Brand (Tools and Custom Setup)
AI citations are the new visibility metric. Here are the tools that monitor them and how to build your own tracker if you want full control.
ChatGPT Shopping vs Perplexity vs Google SGE: Which One Actually Matters in 2026
ChatGPT, Perplexity, and Google AI Mode all let users buy through conversation. Here is how each one works and which surface deserves your attention first.
How Shopify Merchants Can Prepare for Agentic Checkout
Shopify is already wired into ChatGPT and Google's commerce protocol. Here is what merchants must do to be selected when AI agents shop on behalf of customers.
The 27 Steps to Validate a Product Catalogue for Agentic Commerce
A complete checklist to make your product catalogue readable, selectable, and trustable by AI agents like ChatGPT, Gemini, and Perplexity.
Agentic Commerce Explained: How AI Agents Will Buy Things for Your Customers
Agentic commerce is the layer where AI agents discover, compare, and check out products on behalf of customers. Here is how it works and what it changes.
Which Content Types Do LLMs Actually Prefer to Cite?
A study of over 23,000 AI citations reveals which content types get cited most by LLMs, and what that means for your content strategy.
Universal Commerce Protocol (UCP) and E-commerce
Why Google's Universal Commerce Protocol changes how products are discovered and purchased, and what it means for e-commerce brands.
AI Citation Optimization: How to Get Your Content Cited by ChatGPT and Perplexity
What AI citation optimization means, how generative engines extract content, and how to structure pages to get cited in AI answers.
Why Businesses That Don't Automate Now Are Already Behind
How AI tools like n8n, Claude, and ChatGPT changed what workflow automation can do, and what that means for any business still doing repetitive work manually.
Carrefour Just Opened a Store Inside ChatGPT. Here Is How It Works.
Carrefour is the first European retailer to let customers shop inside ChatGPT. Here is how the AI agent works, step by step.
Is your catalog ready for AI agents?
We build the product feed infrastructure, structured data, and integrations that make catalogs readable by AI agents. From audit to UCP-compatible deployment.
