AI Visibility
7 articles
Block the Wrong Bot and Your Products Vanish From AI Search
You can have the cleanest product catalog on the open web and still be invisible inside ChatGPT and Perplexity. Not because your data is wrong, but because a single line in a file most merchants never open is quietly telling the shopping crawlers to stay out. TL;DR: AI shopping engines use two different kinds of crawlers: training bots and retrieval bots. Blocking the retrieval bot removes your products from AI search answers entirely, even if your feed and schema are perfect. Most robo
A New Shopping App Ranks 10,000 Brands. You Can't Buy Your Spot.
A UK fashion app just went live that ranks more than 10,000 brands by relevance, not by who paid for placement. Debenhams, Karen Millen, Boohoo, and PrettyLittleThing are already on it. If your product data is thin, there is no ad slot to buy your way back into the results. TL;DR: Hey Savi launched at Money20/20 Europe on June 2, 2026, turning any photo, screenshot, or text into ranked fashion results across 10,000+ brands, ordered by relevance and explicitly not by sponsored placement.
AI Shopping Search Now Grades Your Product Twice
A shopper asks for "a quiet cordless vacuum for hardwood and pet hair under $300." The assistant does not run one search. It fires a dozen, reads the passages it gets back, grades its own first draft, then goes back for more if the evidence is thin. Your product can get retrieved and still lose, because a second pass decided a rival's data answered the question better. TL;DR: AI shopping search has moved past single-shot retrieval. Google AI Mode, ChatGPT Search, and Perplexity now plan
AWS Just Started Selling Its Agentic Shopping Stack. It Doesn't Fix Your AI Visibility.
TL;DR: AWS launched the Agentic Shopping Assistant (ASA) on May 27, 2026, packaging the same Claude Haiku 4.5 architecture that powers Amazon's own Alexa for Shopping for outside retailers. Tapestry's Kate Spade is live with a Gift Concierge after a 2.5-month build; deployment runs as little as 60 days. First time a top-three hyperscaler sells agentic shopping infrastructure as a packaged vendor product, and it changes the buyer conversation. But ASA puts an Amazon-powered agent inside yo
Google Just Built Its Own AI Share-of-Voice Tool
TL;DR: Google Marketing Live 2026 shipped "AI Performance Insights" inside Merchant Center, a native dashboard that benchmarks your share of voice against competitors across AI Mode, Gemini, and AI Overviews. Google also rolled out "Conversational Attributes," a new product-data field type built for conversational queries, plus BNPL inside Google Pay for Universal Cart and UCP coverage for hotels and food delivery. The bar for measuring AI visibility on Google just moved from "specialty t
Amazon Just Renamed Rufus to Alexa for Shopping. Open-Web Brands, You Need Two Stacks Now.
Amazon retired the Rufus brand on May 13, 2026 and folded its shopping agent into Alexa. The new name is Alexa for Shopping, it lives in the main Amazon search bar, and it ships free to every U.S. shopper with no Echo, no Prime, and no Alexa app required (Amazon). The agent that used to live in a chat window now lives behind every search box Amazon owns. TL;DR: Amazon merged Rufus into Alexa and put the agent inside the main search bar, exposing it to roughly 300 million U.S. shoppers a
ChatGPT Got Smarter, Faster, and Cheaper to Advertise On
OpenAI shipped three changes this week that look unrelated. They are not. GPT-5.5 reasons harder. Fast Answers returns more common queries before the model thinks. And the ad platform cut its minimum spend from $250K to $50K with CPC bids of $3 to $5. All three push the same direction: brands that want to show up in ChatGPT shopping results without paying need structured, retrievable product data. TL;DR: ChatGPT's April 2026 updates make the model smarter at filtering merchants (GPT-5.5