Alibaba and Accio: AI Revolutionizes Sourcing for Small Sellers

The Impact of AI on Small Online Sellers

For years, Mike McClary sold the Guardian LTE flashlight, a robust black model, through his small outdoor brand. Designed for its brightness and durability, this flashlight became one of his flagship products. Even after he stopped offering it in 2017, customers continued to reach out to him to find out where to buy it. In 2025, McClary decided to relaunch the Guardian, but this time, he used Accio, an AI-based sourcing tool available on Alibaba.com.

Traditionally, for small American entrepreneurs, choosing what to sell and where to manufacture it was a long and arduous process, often stretched over several months. Now, tools like Accio simplify this task by connecting businesses to manufacturers located in China and India. According to e-commerce experts, these tools make sourcing more accessible and significantly reduce the time needed to go from product idea to launch.

McClary, 51, runs his business from his living room in Illinois. He has sold various products, ranging from leather conditioner to camping lamps, including a rechargeable lantern that generated half a million dollars. Like many small online merchants, he built his business by being extremely resourceful: spotting demand for a product, tweaking existing designs, finding a factory, doing modest marketing, and quickly presenting products to customers.

Accio: A Revolutionary AI Tool

This time, McClary started by informing Accio of the original design of the flashlight, the production cost, and the profit margin. Accio then suggested several modifications, making it smaller and slightly less bright, and changing its charging method to battery power. It also identified a manufacturer in Ningbo, China, who could reduce the manufacturing cost from $17 to about $2.50 per unit.

McClary continued the process by contacting the supplier himself to discuss the revised design. In less than a month, the new version of the Guardian flashlight was back on sale on Amazon and on his brand's website.

Although Alibaba is better known for owning Taobao, the largest shopping site in China, its first business was Alibaba.com, the main site listing Chinese factories open to wholesale orders. Placing an order with a manufacturer typically requires much more than just clicking "Buy." Sellers often spend days or weeks sifting through listings, comparing supplier reviews and manufacturing capabilities, requesting minimum order quantities, asking for samples, and negotiating timelines and customization options.

The Rapid Rise of Accio

However, Accio has gained significant momentum by changing how this sourcing is done. Launched in 2024, Accio surpassed 10 million monthly active users by March 2026, according to the company. This means that about one in five Alibaba users consults AI for product sourcing.

Accio's interface resembles that of ChatGPT or Claude: users type a question into a blank box and choose between "quick" and "thoughtful" modes. But when asked about products, the tool returns more than just text, offering graphics, links, and visuals while asking follow-up questions to clarify the buyer's needs. It then narrows down the options to one or a few suppliers capable of delivering. After that, the human work begins: users still need to contact the suppliers themselves and negotiate the details.

Zhang Kuo, president of Alibaba.com, told MIT Technology Review that the tool is built on several cutting-edge models, including the company's own Qwen series, a popular family of open-source language models. The system can tap into millions of supplier profiles on the site and is trained on 26 years of proprietary transactional data.

For tasks like product research and sourcing analysis, the tool "crushes" general AI tools like ChatGPT, says Richard Kostick, CEO of the beauty brand 100% Pure.

The Challenges and Opportunities of AI in Commerce

Many sites have tried to use AI to assist with purchasing, but Alibaba has been one of the most aggressive. In March, Eddie Wu, CEO of Alibaba's parent company, Alibaba Group, told managers that integrating the company's core services with Qwen's AI capabilities is a top priority. During a Chinese New Year promotion for Qwen's AI personal shopping agent, where the company distributed cash, customers placed 200 million orders, according to the company.

Vincenzo Toscano, an e-commerce seller and consultant, recommended Accio to his clients before deciding to try it himself for a new sunglasses brand. He came in with a rough vision: a brand shaped by his Italian heritage, personal style, and boutique aesthetic. He says AI helped transform this concept into something more concrete, suggesting materials, refining the look, and pointing to design ideas that felt current.

But the tool has clear limitations. McClary, who regularly uses AI tools, says Accio is strongest in product ideation but less useful on marketing issues such as advertising and social media awareness. To use it effectively, he says, buyers still need to question its recommendations, as some may be generic.

Manufacturers Adapting to the AI Era

As platforms become increasingly AI-driven, manufacturers are adapting as well. Sally Li, a representative of a makeup packaging company in Wuhan, China, says her company has started writing more detailed product descriptions and adding information about its equipment and manufacturing experience on Alibaba.com, as she suspects these details make her listings more likely to be highlighted by AI.

Yan says manufacturers cannot tell if a customer's request has been generated or guided by AI, and that her company does not use AI to negotiate prices or product details.

"AI agents are increasingly being used by people to assist with purchasing decisions and even to directly carry out transactions, and with clear safeguards, they can become extremely useful," says Jiaxin Pei, a researcher at the Stanford Institute for Human-Centered AI. "But agents must act transparently, securely, and in the best interest of the customer." Pei says developers of these tools should disclose the data they collect and the embedded incentives to ensure the market remains fair.

Zhang from Alibaba.com says Accio currently does not include advertising. Suppliers can pay for better placement in Alibaba.com's regular search results, but Zhang says Accio is "not integrated" into that system. "We haven't had a clear response in terms of monetizing this tool," he says. For now, users can pay for additional tokens to continue chatting with the agent after their free queries are exhausted.

Sellers say that while AI tools have made idea generation and launching a business easier, they do not replace the fundamental skills that make someone good at e-commerce. McClary believes that even when sellers have access to the same market information, some are still better at making decisions, acting quickly, and actually delivering orders. These differences, he says, still have a long way to go.

Toscano, the brand founder and e-commerce consultant, feels good about officially launching his new sunglasses brand in a few months: "We [small entrepreneurs] still have to make a lot of decisions ourselves. Deciding what to sell often comes down to an informed guess," he says, "And we are now in an era where making those decisions is easier than ever."