Industry Trend

Ideas and insights on product intelligence, personalization, shopper behavior, and the future of ecommerce discovery.

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The Future of AI-powered Shopping Conversation

Just back from Shoptalk Spring with some exciting insights into Agentic Commerce and had ... read more

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Competing for Algorithm Preference, To Whom We Advertise Now?

For years, the game was simple: spend more on ads, win more visibility. But that playbook is getting ... read more

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How To Optimize for AI Agents

Have you ever asked ChatGPT, Gemini, or another AI tool for product recommendations before ... read more

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Top 5 Questions We Get from E-commerce

After speaking with hundreds of merchants, retailers, and ecommerce teams at Commerce Next ...read more

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Customer Experience

Better product discovery feels like better customer experience. Imagine walking into a huge ...read more

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Ads and Recommendation

$1 on ads vs $1 on recommendation optimization Which one compounds for DTC? Most DTC brands ...read more

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