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[1]
Retailers tap AI shopping traffic but fight to keep customer data
NEW YORK, Aug 7 (Reuters) - As shoppers increasingly turn to ChatGPT and Google's Gemini for product recommendations, retailers are racing to appear in chatbot results while resisting efforts to cede customer data that underpin online sales. Growing online traffic from AI platforms has pushed retailers including Walmart, Ulta Beauty and Wayfair to update their websites so their products rank highly in chatbot searches. Yet many want purchases to remain on their own websites, where they can collect data on browsing habits, basket sizes and past purchases that help drive future sales and customer loyalty. Shoppers are expected to spend $8 billion this year after AI agents such as Anthropic's Claude and Gemini direct them to retail sites, according to Juniper Research. Adobe Analytics said 41% of U.S. consumers used generative AI for online shopping in June and visitors referred by AI services generated 41% higher revenue â per visit than shoppers arriving through traditional channels. Unlike search engines that rank pages based on keywords and links, chatbots respond to detailed questions, prompting retailers to rethink how they describe products online and how customers find brands. "We always want to be wherever our guest is," Ulta Beauty's (ULTA.O), opens new tab head of digital and e-commerce, Josh Friedman, said. "Whether it's Google search, affiliate marketing (or) Facebook, there's always a tax for engaging customers on other people's platforms. I don't think this is any different." Ulta is seeing "double the conversion and intent" from shoppers finding its products through Gemini and ChatGPT. The company is working with Google to incorporate shopping carts and its Ulta Beauty Rewards loyalty program into AI-powered shopping within Gemini. But Friedman said the retailer would prefer customers complete transactions on Ulta's website. RETAILERS DEFEND THEIR TURF Executives argue that retailers retain an edge because they know far more about customer preferences than general-purpose AI tools do. "When a shopper completes a purchase on a brand's own site ... the retailer maintains a direct relationship with that customer," said Vince Koh, â global head of digital commerce at Amazon Web Services (AMZN.O), opens new tab. AWS is encouraging retail clients, including Tapestry's (TPR.N), opens new tab Kate Spade, to use AI platforms to market products while ensuring their own websites remain "the best place to buy." When shoppers use AWS-powered search tools on Kate Spade's website to look for $380 suede bucket bags, the company can use information on products viewed, budgets and style preferences to personalize recommendations and build loyalty, Koh said. Retailers know more about their products and customers than "general-purpose" AI tools, Koh said, giving them an edge in recommendations and customer loyalty. Wedding-planning platform The Knot â said it is taking a similar approach. The company is optimizing its website so its vendors appear in ChatGPT results, but it is trying to convince couples to book their wedding venues and invitations directly through the company's website. "LLMs are another place to start, another place to search, another place to plan, but we have three decades of data to help" people coordinate â weddings, CEO Raina Moskowitz said, referring to AI large language models. RETAILERS KEEP THE UPPER HAND, FOR NOW While ChatGPT and Gemini are emerging as important ways to market products, consumers still appear more comfortable completing purchases on retailers' own websites. In March, OpenAI ended Instant Checkout, a tool that let shoppers buy clothes and other items through ChatGPT. The â company is now focused on product discovery and helping merchants and marketplaces such as Etsy to use their own checkouts. Etsy has seen a similar pattern. Users who find products through ChatGPT typically return to Etsy's website to complete purchases, Chief Product and Technology Officer Rafe Colburn said. "It's the start of a deeper relationship, and not just one that's always intermediated by ChatGPT," Colburn said. Reporting by Arriana McLymore in New York City; Editing by Sayantani Ghosh and Rod Nickel Our Standards: The Thomson Reuters Trust Principles., opens new tab * Suggested Topics: * Artificial Intelligence Arriana McLymore Thomson Reuters Arriana McLymore is a New York-based reporter covering e-commerce, online marketplaces, alternative revenue streams for retailers and in-store innovation. She previously reported on telecoms and the business of law.
[2]
AI Is Bringing Retailers Their Best Customers but Not Closing the Sale | PYMNTS.com
Etsy CEO Kruti Patel Goyal told analysts during a second-quarter earnings call Thursday (Aug. 6) that traffic from AI agent platforms remained under 1% of Etsy's total, although it converts at a higher rate and larger average order size. DoorDash CEO Tony Xu said on the company's second-quarter earnings call Wednesday (Aug. 5) that agentic order volume from AI partners remains low across the board. Meanwhile, Ulta Beauty Senior Vice President of Digital and eCommerce Josh Friedman told Reuters that the company is incorporating shopping carts and its loyalty program into Google's Gemini because customers are finding its products there, but the initiative is still in its early days. Independent market data backs up what executives described. AI-referred traffic to retail sites in the United States grew 393% year over year in the first quarter of 2026, according to Adobe, whose insights are based on direct transactions online, covering more than 1 trillion visits to U.S. retail sites. Revenue per visit from AI referrals ran 37% higher than non-AI traffic as of March. Shoppers arriving from AI assistants also spent 48% more time on the page and browsed 13% more pages per visit than traffic from other channels. Shopify's own numbers pointed in the same direction. AI-referred traffic to Shopify stores tripled year over year in the second quarter, and orders through those AI channels tripled right along with it. New buyer orders from AI channels are arriving at nearly twice the rate of other channels, President Harley Finkelstein said on an earnings call Wednesday. Etsy Uses AI to Fix Its Discovery Problem Patel Goyal broke Etsy's AI strategy into three buckets. AI is making Etsy more personal, more discoverable, and learning how the next generation of shopping will work through native conversational tools. Search and personalization show Etsy's clearest AI wins. The company has built richer buyer profiles covering more than 65 million shoppers, feeding real-time personalization into search results, home feed content and marketing outreach, Patel Goyal said. The system creates a compounding effect, as the more a buyer engages, the more relevant each subsequent visit becomes. Meanwhile, DoorDash's Xu attributed the company's gap to most AI platforms prioritizing enterprise customers and coding tools over physical fulfillment. Every AI shopping assistant eventually must hand off to a person to check what's actually in stock, route an order to the right merchant and load a bag correctly. That handoff remains unsolved industry-wide. DoorDash's own AI tools are producing results without agentic partners. An ordering agent called DoorDash Ask can build a grocery cart in less than two minutes, and the company has automated catalog-building for new merchants joining the platform. Consumer survey data explains why the gap exists. The PYMNTS Intelligence report "The Agentic Commerce Deep Dive: Payment Infrastructure and the Path to Trust for Merchants" found that 48% of online shoppers used AI to research their most recent purchase. Separately, PYMNTS Intelligence found in the report "From Assistive to Agentic AI: Consumers Wade Into Autonomous Commerce" that 70% of consumers are interested in using AI agents for travel planning, and 71% for health and wellness. But only 49% would let an AI agent actually complete a purchase, and trust in AI platforms to handle that transaction drops to just 3% among consumers who don't already use AI regularly. Consumers will let AI find the product. Fewer will let it click the buy button. That is the same boundary Etsy and DoorDash described from the merchant side. For all PYMNTS AI coverage, subscribe to the daily AI Newsletter.
[3]
Retailers Steer AI Traffic Back to Own Checkouts | PYMNTS.com
While they want to tap into the growing amount of online traffic going through AI platforms, retailers want to retain the purchases and data that can support future sales and customer loyalty, according to the report. Ulta Beauty is incorporating shopping carts and its loyalty program into Google's Gemini because customers are finding its products there, but the company would prefer that customers complete transactions on its own website, Josh Friedman, head of digital and eCommerce at Ulta Beauty, said in the report. "Whether it's Google search, affiliate marketing [or] Facebook, there's always a tax for engaging customers on other people's platforms," Friedman said. "I don't think this is any different." Amazon Web Services (AWS) encourages its retail clients to market products on AI platforms while ensuring shoppers buy on their own websites, according to the report. "When a shopper completes a purchase on a brand's own site [...] the retailer maintains a direct relationship with that customer," Vince Koh, global head of digital commerce at AWS, said in the report. The Knot is optimizing its website so its wedding services vendors appear in ChatGPT results, but it encourages customers to transact on its own website because "we have three decades of data to help" them coordinate weddings, The Knot CEO Raina Moskowitz said in the report. Etsy has found that users who find products through ChatGPT tend to complete the purchases on Etsy's website, Rafe Colburn, chief product and technology officer at Etsy, said in the report. "It's the start of a deeper relationship, and not just one that's always intermediated by ChatGPT," Colburn said. The PYMNTS Intelligence report "The 50 Million Consumer Migration: The Data Behind Retail's Shift Toward AI Discovery" found that 49.6 million adults in the United States, about 19% of the population, begin their retail product search with AI. Among these consumers, 39 million mainly start their retail search with AI, while the other 10.6 million use AI alongside traditional channels, according to the report. "A shopper may begin with Gemini or Claude, then return to Amazon, traditional search or a merchant site to complete the sale," the report said. "That distinction will become increasingly important as AI-led discovery moves closer to checkout." For all PYMNTS AI coverage, subscribe to the daily AI Newsletter.
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Retailers are optimizing for ChatGPT and Google Gemini as AI shopping traffic grows 393% year-over-year, but they're steering transactions back to their own sites to protect customer data and loyalty programs. While AI-referred shoppers spend 41% more per visit, companies prefer maintaining direct relationships over letting AI platforms complete sales.
Retailers are witnessing a dramatic shift in how consumers discover products online. AI-driven traffic to retail sites in the United States grew 393% year-over-year in the first quarter of 2026, according to Adobe Analytics, which tracks more than 1 trillion visits to U.S. retail sites
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. Shoppers are expected to spend $8 billion this year after AI agents such as Anthropic's Claude and Google Gemini direct them to retail sites, according to Juniper Research1
. Adobe Analytics found that 41% of U.S. consumers used generative AI for online shopping in June, and visitors referred by AI services generated 41% higher revenue per visit than shoppers arriving through traditional channels1
.Revenue per visit from AI referrals ran 37% higher than non-AI traffic as of March. Shoppers arriving from AI assistants also spent 48% more time on the page and browsed 13% more pages per visit than traffic from other channels
2
. Shopify reported that AI-referred traffic to Shopify stores tripled year-over-year in the second quarter, and orders through those AI channels tripled right along with it, with new buyer orders from AI channels arriving at nearly twice the rate of other channels2
.As consumers increasingly turn to ChatGPT and Google Gemini for product recommendations, retailers including Walmart, Ulta Beauty and Wayfair are racing to update their websites so their products rank highly in AI chatbot searches
1
. Unlike search engines that rank pages based on keywords and links, chatbots respond to detailed questions, prompting retailers to rethink how they describe products online and how customers find brands1
.Ulta Beauty is seeing "double the conversion and intent" from shoppers finding its products through Gemini and ChatGPT. The company is working with Google to incorporate shopping carts and its Ulta Beauty Rewards loyalty program into AI-powered shopping within Gemini
1
. However, Josh Friedman, Ulta Beauty's head of digital and e-commerce, emphasized that the retailer would prefer customers complete transactions on Ulta's website. "Whether it's Google search, affiliate marketing or Facebook, there's always a tax for engaging customers on other people's platforms. I don't think this is any different," Friedman said1
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Source: PYMNTS
Many retailers want purchases to remain on their own e-commerce sites, where they can collect customer data on browsing habits, basket sizes and purchase history that help drive future sales and customer loyalty
1
. Executives argue that retailers retain an edge because they know far more about customer preferences than general-purpose AI tools do. "When a shopper completes a purchase on a brand's own site, the retailer maintains a direct relationship with that customer," said Vince Koh, global head of digital commerce at Amazon Web Services1
.AWS is encouraging retail clients, including Tapestry's Kate Spade, to use AI platforms to market products while ensuring their own websites remain "the best place to buy." When shoppers use AWS-powered search tools on Kate Spade's website to look for $380 suede bucket bags, the company can use information on products viewed, budgets and style preferences to enable personalization and build loyalty
1
.Related Stories
While ChatGPT and Google Gemini are emerging as important ways to market products, consumers still appear more comfortable completing purchases on retailers' own websites. In March, OpenAI ended Instant Checkout, a tool that let shoppers buy clothes and other items through ChatGPT. The company is now focused on AI product discovery and helping merchants and marketplaces such as Etsy to use their own checkouts
1
.
Source: PYMNTS
Etsy CEO Kruti Patel Goyal told analysts that traffic from AI agents and platforms remained under 1% of Etsy's total, although it converts at a higher rate and larger average order size
2
. Users who find products through ChatGPT typically return to Etsy's website to complete purchases, according to Rafe Colburn, chief product and technology officer at Etsy. "It's the start of a deeper relationship, and not just one that's always intermediated by ChatGPT," Colburn said1
.PYMNTS Intelligence found that 48% of online shoppers used AI to research their most recent purchase, and while 70% of consumers are interested in using AI agents for travel planning, only 49% would let an AI agent actually complete a purchase
2
. PYMNTS Intelligence also reported that 49.6 million adults in the United States, about 19% of the population, begin their retail product search with AI. Among consumers starting product searches on AI, 39 million mainly start their retail search with AI, while the other 10.6 million use AI alongside traditional channels3
.Wedding-planning platform The Knot is optimizing its website so its vendors appear in ChatGPT results, but it is trying to convince couples to book their wedding venues and invitations directly through the company's website. "LLMs are another place to start, another place to search, another place to plan, but we have three decades of data to help people coordinate weddings," CEO Raina Moskowitz said
1
. This approach highlights how specialized retailers are balancing AI-referred spending opportunities with the need to maintain control over customer relationships and leverage their proprietary data for personalization and loyalty programs.Summarized by
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