Blog
Insights on product feed optimization, AI commerce, and making your products discoverable everywhere.
What Is a UCP Score? Read Your Feed Health at a Glance
A UCP Score rates how AI-ready each product in your feed is, on a 0–100 scale. Learn what the number means and how to read your feed health at a glance.
Performance Max Feed Optimization: The Real ROAS Lever
Your Performance Max ROAS isn't a bidding problem, it's a feed problem. See how product feed optimization lifts ROAS, impression share, and CTR in PMax.
How to Get Products Recommended by ChatGPT, Gemini & Perplexity
Ranking first on Google won't get you into AI answers. Here's how ChatGPT, Gemini, and Perplexity decide which products to recommend, and how to qualify.
How to Submit Your Products to AI Shopping Platforms in 2026: Perplexity, ChatGPT, and Google AI Mode
A complete technical guide for ecommerce merchants on getting products into Perplexity Shopping, ChatGPT Shopping, and Google AI Mode — with honest answers about what each platform actually requires.
Shopify and AI Shopping: Why "Auto-Integrated" Doesn't Mean "Done"
Shopify merchants hear they're already plugged into Perplexity and ChatGPT — but auto-integration is a passive sync that exposes whatever data quality you already have. Here's what's actually required to rank.
ChatGPT Shopping: How to Submit Your Product Feed (and Whether You Need To)
A practical guide to OpenAI's Merchant Program: feed specification, the 15-minute refresh cycle, the Agentic Commerce Protocol, and what Shopify and Etsy merchants should know about being auto-included.
Perplexity Shopping for Merchants: The Complete Submission Guide (2026)
Step-by-step technical guide to joining the Perplexity Merchant Program: eligibility, application, feed requirements, ranking signals, and what Shopify merchants need to know about auto-integration.
ChatGPT, Gemini & Perplexity Shopping: Why Your GMC Product Feed Isn't Showing Up (and 9 Fixes That Work)
Your Google Merchant Center feed works for Shopping ads but disappears inside AI assistants. Here's why — and the 9 fixes to get your products recommended by ChatGPT, Gemini, and Perplexity.
Google's Universal Commerce Protocol (UCP): What Every GMC Merchant Must Do in 2026
Google launched UCP in January 2026 and expanded it in March. Here's what Google Merchant Center merchants need to do to stay visible to AI shopping agents.
What Is UCP? The Universal Commerce Protocol Explained for E-Commerce
Learn what the Universal Commerce Protocol (UCP) is, why it matters for AI-powered product discovery, and how to make your product feeds UCP-ready.