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惭补蝉迟别谤肠补谤诲鈥檚 Shopping Muse, which uses genAI aided by image recognition to build on a conversation鈥檚 context over time for increasingly accurate results. Shopify鈥檚 Selli, a ChatGPT-based shopping assistant capable of understanding customer preferences and offering instant, personalized product recommendations.

AI and machine learning also enable advertisers to conduct propensity modeling with signal fidelity, predicting which members are likely to engage with a campaign based on past purchases, product preferences, demographics, and shopping behavior.

But aside from Whole Foods, which it acquired, Amazon has struggled to find a winning formula because it has often failed to recognize the differences between online and offline shopping habits. Consumers visit Amazon online to quickly find what they need, but they go to physical stores to be inspired and discover products.

American Eagle sues Amazon for trademark infringement in fight against product dupes, knockoffs: The retailer accused the ecommerce giant of unauthorized use of its 鈥淎erie鈥� trademarks, which it said helped drive traffic and sales on the marketplace at American Eagle鈥檚 expense.

鈥淭he trend has swung to Ugg, and they鈥檙e just riding that wave by grabbing as many new shoppers as they can,鈥� he said. 鈥淸This growth] gives them permission to think outside the box and experiment.鈥�. This was originally featured in the Retail Daily newsletter. For more retail insights, statistics, and trends, subscribe here.

On today's podcast episode, we discuss the unofficial list of the most interesting retailers for the month of February. Each month, our analysts Arielle Feger, Becky Schilling, and Sara Lebow (aka The Committee) put together a very unofficial list of the top eight retailers they're watching based on which are making the most interesting moves: Who's launching new initiatives? Which partnerships are moving the needle? Which standout marketing campaigns are being created? In this month's episode, Committee members Analyst Arielle Feger and Senior Analyst Sara Lebow will defend their list against Vice President Suzy Davidkhanian and Senior Analyst Blake Droesch, who will dispute the power rankings by attempting to move retailers up, down, on, or off the list.

Lawmakers pressure Amazon into improving ad transparency: A bipartisan letter stemming from Adalytics highlighted quality issues with DSPs.

I mean, having the friends' coffee shop, or having the various Nintendo relationships, or the Harry Potter stuff, it's not what you would necessarily assume they would have, but they're just constantly rolling these things out. Sky Canaves (10:48):.

The UK is a world leader in mobile commerce. How can brands and retailers succeed in a competitive market?

Life insurers that lead in customer experience generate higher shareholder returns.

German grocery retailer Lidl launched a TikTok Shop pop-up in the UK, marking one of the first major grocery retailers to experiment with TikTok鈥檚 ecommerce capabilities.