Hamel Husain teaches engineers and product managers how to evaluate AI systems and connect evaluation results to customer needs. His work includes courses and a book about AI evaluations.
Roger Dunn writes The AI Commerce Brief on LinkedIn and analyzes how AI is changing retail, agentic shopping and retail media. Dunn also says Thrad is building ways for brands to appear in AI shopping answers and for retailers to earn revenue from conversational commerce.
Tomer Tagrin focuses on how retail brands use customer reviews and loyalty programs to influence buying decisions and appear in AI-powered product discovery. Their posts discuss Yotpo features for bringing reviews and rewards into shopping journeys and helping brands track visibility in AI answers.
Jeffrey Guss works in product discovery at A.P. Moller–Maersk, focusing on supply chain and logistics. Their posts describe turning complex customer and operational problems into product ideas that teams can test, measure, and put into practice.
Vinod Kumar writes about how AI is changing ecommerce discovery and merchandising. Kumar's work includes auditing how AI tools surface brands and examining how shopper agents should guide product discovery.
Daniel Silva shares practical advice on Shopify ecommerce, including product collections, store search, point-of-sale systems, and traffic acquisition. Their posts focus on helping merchants improve product discovery and store performance.
Jason Zollan works on retail media at Constructor, focusing on how retailers can use search and product discovery to make sponsored products more relevant to shoppers.
Gowtham Arivarasan is a product manager who writes about product discovery, AI, and go-to-market strategy. They say they lead product for heddl, a GTM platform for early-stage founders, and have shared work-in-progress on Ask Avi, a WhatsApp assistant for finding information in business files.
Alok Kumar Singh writes about product management and AI, with a focus on finding customer problems, building and reviewing products, and turning AI capabilities into useful business outcomes.
Yaqub Hosseini writes about how wholesalers and distributors can make B2B e-commerce easier to use, from online ordering and customer portals to product discovery, sales workflows, and AI.
Emmanuel Oladapo writes about paid media, media buying and e-commerce marketing, with a focus on improving advertising, testing creative and fixing the customer experience after the click.
Trenton Drury works at Algolia and writes about ecommerce search and product discovery. Drury's LinkedIn posts explain how AI, useful product information, and thoughtful interface design can help shoppers find products and businesses improve their digital shopping experiences.
Brian Balfour is a co-creator of Reforge, where he works on education and tools for product and growth teams. His posts discuss AI product development, including how teams can explore product ideas before building and help more people adopt prototyping tools.
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