Product feeds
9 articles
Adobe Expects AI Traffic to Double This Holiday. Four Checks Before November.
Adobe expects AI-referred traffic to US retail sites to more than double this holiday season. What the number does and does not mean, and the four product-information checks a lean team can finish before November 1.
How to Evaluate AI Catalog Management Software When Your Team Is Three People
Lean ecommerce teams keep asking the same three questions: what is different from our agency, can we do this in ChatGPT ourselves, and how do we prove it worked. Use this checklist to answer them before you sign.
Should You Fix Product Data Before Spending on AI Visibility?
Being mentioned by ChatGPT is only useful if what it says about your product is true. ACI Worldwide found six in ten UK shoppers would abandon an AI assistant after one bad pick. Here is how to decide what to fix first.
One Product Feed Now Runs Both ChatGPT Recommendations and ChatGPT Ads
Your ChatGPT product feed does two jobs: organic recommendations and auto-generated ads. The same missing attributes cost you on both. What to fix before you connect a feed to ChatGPT Ads.
Google AI Performance Insights: What 0% and 100% Share of Voice Really Mean
A 0% AI share of voice is not a diagnosis of a broken catalog. A 100% share is not proof that your brand owns the category. Here is how to read the report and pick one fix.
Your Google Shopping Feed Decides Whether ChatGPT Shows Your Products
One feed, two surfaces. A Peec AI study found 83 percent of ChatGPT product results matched Google Shopping organic listings. Here is what to fix in the feed you already run, and which Merchant Center fields AI surfaces read.
Visa, Mastercard and Amex Built Rails for AI Agents. What Changes for You?
What Visa, Mastercard and Amex launched for AI agent payments in spring 2026, what your processor and platform handle for you, and the part that stays with your team: being the product the assistant recommends.
Why You Show Up in ChatGPT but Not Google AI Mode
Google AI Mode answers shopping questions from Merchant Center data, which is why a brand can appear in ChatGPT and be missing from AI Mode. Here is what your product data needs so you appear, stay eligible and show the right price and stock.
How ChatGPT Shopping Picks Products and Then Picks Merchants
ChatGPT separates product selection from merchant ranking. What OpenAI says drives each decision, what to keep current in your product and offer data, and how to measure each step separately.