Agentic Commerce Readiness: A Merchant's Prep Plan
Agentic commerce readiness comes down to three layers of product data. Here is what to fix now, while Google's new AI fields are still optional.
UCP Radar Blog9 min read
UCP Radar
33 stories
ChatGPT Ads for Ecommerce: How to Set Up a Product Feed Ads Manager Accepts
Your Google Merchant Center feed won't work in ChatGPT Ads. How to set up a ChatGPT Ads product feed: the right format, 9 required fields, is_ads_eligible.
UCP Radar Blog8 min readEcommerce SEO Audit: What to Check for Google and AI
An ecommerce SEO audit now has four layers: site health, page quality, the product feed and AI readiness. Here is what to check and how to rank the fixes.
UCP Radar Blog10 min readChatGPT Product Feed Ads: What Decides If You Show Up
ChatGPT now runs product feed ads, and OpenAI ties ad eligibility to feed completeness. Here is what merchants should check before turning campaigns on.
UCP Radar Blog9 min readProduct Page SEO in 2027: Your Data Beats Your Copy
Product page SEO used to be a copywriting job. Google Shopping and AI assistants now read your structured product data first. Here is what to fix, in order.
UCP Radar Blog8 min readHow Google Punishes Missing Feed Attributes, From Ads to AI
Google penalizes missing feed attributes in four tiers: disapproval, limited performance, account suspension, and silent exclusion from AI answers.
UCP Radar Blog9 min readAEO vs GEO vs SEO: What Ecommerce Actually Needs
Google says AEO vs GEO is just SEO. Bing calls GEO its own practice. Here is what that argument means for a product catalog, and where visibility is decided.
UCP Radar Blog10 min readAI Shopping Feed Formats: Google, Perplexity, ChatGPT
One catalog, three destinations. What the Google, Perplexity and ChatGPT AI shopping feed formats each want, and the field rules that catch merchants out.
UCP Radar Blog9 min readChatGPT Shopping Visibility: How Products Get Chosen
OpenAI publishes what ChatGPT weighs when it picks products. Here is what really drives ChatGPT Shopping visibility, and the feed work that earns it.
UCP Radar Blog9 min readHow to Write product_highlight, product_detail and question_and_answer
Google's product_highlight, product_detail and question_and_answer fields have rules most feeds break. Here is how to write all three so AI can use them.
UCP Radar Blog10 min readAI Referral Traffic: How to Track It (and What It Misses)
Most AI referral traffic never shows up as AI in GA4. Here's how to track ChatGPT, Gemini and Perplexity properly, and why the number still understates you.
UCP Radar Blog8 min readChatGPT Product Feed Requirements: A Readiness Checklist
ChatGPT reads your product feed, not your site. Here are the ChatGPT product feed requirements that decide whether your products are eligible to be shown.
UCP Radar Blog9 min readStructured Product Data: Why AI Needs More Than a Title
Your product title can't answer every condition in a shopper's question. Here's what structured product data does for AI shopping, and which fields matter.
UCP Radar Blog9 min readWhat Is the Agentic Commerce Protocol (ACP)? A Merchant's Guide
The Agentic Commerce Protocol is the open standard behind buying in ChatGPT. What ACP is, what OpenAI changed in 2026, and what it wants from your feed.
UCP Radar Blog10 min readWhat Is the Google Merchant API? A Plain-English Guide
What is the Google Merchant API, who it affects, and why it decides your AI shopping visibility. A plain-English guide for merchants before the 2026 deadline.
UCP Radar Blog8 min readWhy AI Assistants Ignore Most Product Feeds (and How to Fix Yours)
AI assistants skip most product feeds because the data isn't machine-readable. Here's why your products get ignored and how to fix your feed for AI shopping.
UCP Radar Blog7 min readContent API to Merchant API: Your Migration Checklist
The Content API for Shopping shuts off on August 18, 2026. Here is a practical Content API to Merchant API migration checklist and the AI fields not to skip.
UCP Radar Blog9 min readWhat Is Agentic Commerce? A Merchant's 2026 Guide
What is agentic commerce? A plain-English guide to how AI shopping agents find and buy products, and why your product data decides whether they pick yours.
UCP Radar Blog8 min read
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