代理商務
協議、目錄與結算——AI 代理到底怎麼找到一家 Shopify 店並把單下掉。
11 · 這個主題下我們發佈過的全部文章,按時間倒序。
Shopify Editions Fall '26: The Updates That Change Acquisition
222 updates, 11 sections, and most coverage focused on the wrong ones. We read Shopify's own structured release data to find where the weight sits — and pulled out the nine updates that change how a brand gets found, chosen and measured.
閱讀全文 →Your Analytics Undercounts Agentic Orders: How to Fix It
When a purchase completes inside an AI assistant, your thank-you page is never loaded, so every event bound to it silently stops firing. Revenue is fine. Reporting is not. Here is the system-by-system repair, and why this is the first project rather than the last.
閱讀全文 →Promoted Placement: Paid Rank Inside AI Shopping Answers
Shopify's cross-store catalogue now blends paid placements into the ranked organic results an AI agent sees, with a commission attached and mandatory disclosure. This is the moment agentic commerce gets an advertising layer — and the line between paid and organic is blurry by design.
閱讀全文 →Google AI Mode and Gemini Checkout for Shopify Brands
Checkout powered by Shopify now runs inside Google Search AI Mode and the Gemini app. Your orders, customers and fulfilment are unaffected. Your measurement is not. Here is exactly what breaks, how to repair it, and the three cases where opting out is genuinely worth evaluating.
閱讀全文 →How to Sell on ChatGPT with Shopify: Setup and Real Limits
Getting your Shopify products into AI assistant conversations is mostly a qualification exercise, not an integration project. Here are the eligibility gates, what the setup actually involves, and the five constraints that decide whether an agent recommends you or skips you.
閱讀全文 →The 14 Fields AI Agents Actually See on Shopify Products
We counted the top-level fields in a live Shopify catalogue response: fourteen. Ratings, review text, 3D models and video were absent from that schema entirely. Here is what agents really receive — and how to rewrite product copy so the fields that do exist work for you.
閱讀全文 →Shopify AI Agent Readiness Audit: 6 Checks in 10 Minutes
Six public endpoints tell you whether AI shopping agents can find, read and buy from your Shopify store. No API keys, no admin access, no tooling. Here are the checks, the healthy baseline for each, and who on your team owns the fix.
閱讀全文 →Agentic Commerce vs Traditional Ecommerce: What Changes
In traditional ecommerce the buyer navigates your funnel. In agentic commerce an AI agent does, and most of your funnel is invisible to it. Here is a side-by-side of what changes — ranking, merchandising, creative, measurement — and what genuinely stays the same.
閱讀全文 →UCP vs ACP: The Two Agentic Commerce Protocols, Compared
Two protocols are competing to standardise AI-agent shopping: the Universal Commerce Protocol and the Agentic Commerce Protocol. They solve overlapping but different problems — and for most Shopify merchants the right answer is not to pick one.
閱讀全文 →What Is the Universal Commerce Protocol (UCP)?
UCP is the open protocol that lets an AI agent discover your products, build a cart and complete a checkout without a human touching your site. Here is what the capability document on your own domain contains, how a single handshake actually runs, and the two fields merchants should be checking today.
閱讀全文 →Shopify Agentic Commerce: A Practical Guide for Brands
Shopify now ships agentic commerce by default: every eligible store publishes a UCP capability document, an agents.md manual and a storefront MCP endpoint. Here is what that actually means for your brand, which six layers decide whether an AI agent can buy from you, and the order to fix them in.
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