When the algorithm replaces the buyer: Why Western retailers are currently relying en masse on a Chinese AI platform

From idea to product in minutes: This Chinese AI turns small retailers into global players

Democratization or dependence on China? The sinister power of the new procurement AI

For decades, global procurement was a laborious, resource-intensive business—until now. With its AI platform "Accio," Alibaba International has created a tool that is radically transforming e-commerce and making traditional search engines look outdated. What used to take weeks and occupy entire purchasing departments, the intelligent AI agent now accomplishes in minutes: from supplier search and price comparisons to a complete production plan. But Accio's meteoric rise, which gained millions of users in record time, also has its downsides. While small and medium-sized enterprises (SMEs) are benefiting from an unprecedented democratization of global trade, a new, potentially problematic dependence on Chinese technology infrastructure is quietly growing in the background. This article examines how the autonomous AI agent works, why it far surpasses general-purpose AIs like ChatGPT in the B2B sector, and what geopolitical risks are associated with the automation of our supply chains.

Shopping on autopilot: How the AI ​​platform Accio is forever changing B2B commerce

Anyone who, in recent years, wanted to launch a new product as a small online retailer knew they were in for weeks of painstaking research. Sifting through supplier lists, comparing factory profiles, formulating requests for proposals, waiting for responses, ordering samples, negotiating prices – this process could easily stretch over several months and involved considerable personnel costs. This is precisely where Accio comes in, an AI-powered B2B procurement platform from Alibaba International, which launched in November 2024 and has since significantly transformed the industry landscape.

The case study of American entrepreneur Mike McClary exemplifies this transformation. McClary, who runs a small outdoor brand from his living room in Illinois, wanted to relaunch a previous best-selling flashlight—the Guardian LTE Flashlight—in a modernized form in 2025. Instead of painstakingly searching through supplier catalogs, he opened Accio and described the original design, manufacturing costs, and profit margins of the old model to the AI. The system analyzed the input and, within a very short time, suggested production optimizations—including reducing the size of the housing, changing the battery technology, and switching to a less expensive battery form factor. Furthermore, Accio identified a manufacturer in the Chinese city of Ningbo who could reduce production costs from $17 to around $2.50 per unit. This process, which would previously have taken weeks, was completed in a fraction of the time.

Such stories are no longer isolated incidents. According to a report in MIT Technology Review, numerous entrepreneurs and e-commerce experts agree that AI tools like Accio are making procurement significantly more accessible and dramatically shortening the time from product idea to market launch. What was previously reserved exclusively for resource-rich corporations with dedicated purchasing departments is now, in principle, also available to solo entrepreneurs and micro-businesses.

Related to this:

• From tool to autopilot: Which ten industries are being reinvented by the AI ​​revolution?

Technical architecture: What distinguishes Accio from traditional search engines

Accio positions itself as the world's first AI-native B2B search engine for global procurement. The name is deliberately chosen: it alludes to the summoning spell from the Harry Potter series and aptly describes the platform's core promise – to "summon" desired products and suppliers at the touch of a button. But behind this catchy marketing lies a technologically sophisticated infrastructure that differs fundamentally from conventional keyword-based search systems.

Accio's technological core is Qwen, Alibaba's own Large Language Model, which is available as open source and has been trained on over 18 trillion tokens. This foundation is complemented by the integration of other powerful models: In February 2025, Alibaba announced the integration of DeepSeek, and the platform now also uses GPT-4o. This multimodal approach—the combination of several powerful AI models—enables a level of precision in intent recognition that individual models alone could not achieve.

Accio's data foundation is impressive: The platform catalogs suppliers in more than 7,600 product categories and has been trained with over 200 million industry-specific parameters. Users can formulate their search queries in natural language – in English, French, German, Portuguese, and Spanish – and receive contextually adapted, curated supplier lists instead of rigid keyword results. The platform not only understands text but can also process images, technical sketches, certificates, and drawings, which is particularly advantageous for finding specialized manufacturing partners who would be difficult to locate using traditional search methods.

Another key component is the so-called Accio Inspiration feature, which proactively displays product ideas and market trends to users. According to the company, this feature led to a 30 percent increase in the conversion rate – meaning a significantly higher percentage of search queries resulted in actual quote requests. The system is complemented by the Accio Page, which enables detailed product comparisons, and the Accio Agent, which automates post-search activities such as inquiries, payment processing, and after-sales processes.

From search engine to fully autonomous trading system: The Accio Agent

The most important development stage in Accio's still short history is the Accio Agent, unveiled in August 2025, which Alibaba International described as "the world's first AI agent for global trade." This step marks the transition from a passive information tool to an active, autonomously acting system – a shift whose significance can hardly be overstated.

The Accio Agent is designed to automate up to 70 percent of the previously manual steps in the procurement process. The process begins with the user describing a product concept in natural language. The system then immediately generates a customized development plan that includes market analyses, regulatory requirements, and design specifications. After a single user approval, the agent independently handles real-time supplier vetting, sends out bulk requests for quotations, performs comparative analyses, and creates a production-ready roadmap. A final click sends the requests directly to pre-screened suppliers on Alibaba.com.

What used to occupy a cross-functional team for several working days, the Accio Agent now condenses into an automated process lasting just a few minutes. This efficiency meets a significant demand: According to a survey by Alibaba International, 40 percent of small and medium-sized enterprises worldwide are now run by solo entrepreneurs who face considerable time and resource pressures. For this group, an AI assistant that takes over the work of an entire purchasing team is not just an efficiency gain, but a structural prerequisite for competitiveness.

Growth at record pace: User growth as a market indicator

Few metrics illustrate Accio's market acceptance more clearly than its user growth in the first few months. In the first month after its launch in November 2024, the platform registered over 500,000 users from the SME segment. This number doubled within just five months: By March 2025, Alibaba reported more than one million users. With the introduction of the Accio Agent in August 2025, the milestone of two million users was surpassed – growth considered exceptional even in the fast-paced SaaS market.

For comparison, it took OpenAI two months to reach one million users for ChatGPT – a record at the time. While Accio didn't directly measure this metric, the context suggests that the B2B sourcing sector has unleashed a previously unmet demand that general-purpose AI tools like ChatGPT are only inadequately addressing. The "Product of the Day" award on Product Hunt on December 13, 2024, and a Net Promoter Score of over 50 – considered excellent in the B2B software sector – underscore the positive user experience.

During the peak season in November and December 2024, over 50,000 SMEs actively used Accio for their inventory planning for Black Friday and Christmas. This focus on sales-critical periods shows that the tool was perceived as a serious operational instrument after just a few weeks – and not merely as a technological experiment.

Impact on Alibaba's trading platform: When AI transforms the marketplace

Accio's growing adoption is directly reflected in Alibaba.com's growth figures. At its first European flagship event, CoCreate Europe, held in London in November 2025, the company announced that order volume in Europe had increased by 57 percent year-over-year, while the number of active suppliers worldwide had grown by 50 percent during the same period. These increases significantly exceeded previous years' growth rates and are directly attributed by company representatives to the increased use of AI-powered sourcing tools.

Karl Wehner, Managing Director of Alibaba.com for the DACH region and France, emphasized at the event that the primary goal is not to speed up individual steps, but to rethink the entire procurement journey and better connect processes instead of optimizing them in isolation. Kuo Zhang, President of Alibaba.com, put it even more directly: Artificial intelligence is no longer just a supplementary tool at Alibaba.com, but is evolving into the operating system of the entire platform. This statement should not be dismissed as mere marketing rhetoric, but rather describes a strategic realignment that affects the entire workflow of the platform.

Consequently, in December 2025, Alibaba.com introduced the so-called AI Mode, which integrates agent-based AI functions directly into the user journey of the entire platform – no longer just as a separately accessible tool, but as a native layer over the entire marketplace experience. Since then, users have been able to use technical specifications, images, and certificates as search terms, and the system automatically compares suppliers based on pricing, logistics options, certifications, and production capacities. B2B commerce, long considered a technological laggard compared to the B2C segment, is thus undergoing an accelerated modernization leap.

Accio versus ChatGPT: Why specialization beats generality

A key misconception about Accio is that it's just another chatbot that happens to be used for e-commerce. However, the difference between Accio and general-purpose AI tools like ChatGPT is structural. While ChatGPT processes general world knowledge and can provide generic sourcing recommendations, Accio is trained on over a quarter-century of global B2B trading data and has access to Alibaba.com's real-time supplier database.

The key difference lies in the data foundation and the level of detail: ChatGPT can describe a product idea and provide general market insights, but it cannot send verified supplier inquiries, create up-to-date price comparisons between three factories in Shenzhen, or check a manufacturer's compliance status for the EU market. Accio, on the other hand, combines natural language understanding with an operational execution layer directly linked to the procurement market. This shift from informational to transactional AI is the real innovation.

Industry observers point out that Accio is establishing a new type of AI tool: the vertically specialized business agent, which isn't good for everything, but excels in its specific use case. This approach can also be found in other B2B sectors – such as AI-powered platforms for M&A sourcing or human resources – but nowhere does specialization offer such direct and measurable economic benefits as in global procurement.

Strengths and weaknesses: An honest assessment

Despite its impressive track record, Accio is not a flawless, universal solution. A balanced analysis also requires considering the system's structural limitations.

On the strength side, the sheer breadth of data access is paramount: access to millions of suppliers in over 7,600 categories, supported by multilingual processing and industry-specific AI models, is a competitive advantage that no single Western tool can replicate. The reduced time to market, the aforementioned cost savings in product development, and the dramatically increased accessibility of global sourcing for small businesses are real, documented benefits.

On the downside, there's a structural limitation: Accio is an outstanding sourcing and research tool, but not a complete marketing system. The platform helps find and manufacture the right product – but not sell it. Brand positioning, social media presence, and customer engagement are outside Accio's core competencies. Online retailers using the tool still need to rely on independent marketing tools and strategies, which makes the overall workflow more efficient, but not fully automated.

Furthermore, there are language deficiencies in non-English usage. Although Accio formally supports several languages, inaccuracies in the underlying Qwen language model are still evident, particularly for German users, resulting in less precise results or awkward phrasing. This flaw is technically solvable and should improve with each model iteration, but it demonstrates that despite its global ambitions, the platform is still more heavily focused on its core English-speaking market.

Finally, the question of monetization remains open: Although Accio is extremely successful commercially and drives Alibaba's platform activity, the platform's direct business model itself is still unclear. Whether and in what form Accio will charge fees for its services in the future remains a crucial strategic question mark.

Order acquisition and organizational development - Image: Xpert.Digital

Xpert.Digital supports companies in this complex transformation, whether it's building a modern order acquisition function from the ground up or optimizing existing processes. With comprehensive expertise in marketing, sales, data analysis, digital transformation, and organizational development, we guide your company toward strategic repositioning. Our approach is holistic: We not only optimize processes but also develop the people and organizational culture necessary to achieve sustainable, measurable success.

More information here:

• Modern order acquisition is no longer an isolated sales function

Geopolitical dimension: Chinese AI infrastructure as the backbone of global trade

The rapid spread of Accio raises questions that extend far beyond the technology itself. As more and more Western small business owners make their procurement decisions using an AI system powered by Alibaba – a Chinese state-owned technology conglomerate – a new form of structural dependency emerges that has received little attention so far.

Accio is based on Alibaba's own AI ecosystem, which includes the Qwen language model as well as Aliyun (Alibaba Cloud) as its infrastructure layer. The trading data generated by using the platform—which products are being sought, which suppliers are preferred, which markets should be targeted next—flows into a system that is entirely under Chinese control. Given that nearly 90 percent of B2B buyers now use AI tools for procurement and evaluation, as Forrester studies show, the question of data sovereignty is not theoretical, but strategically urgent.

This tension is further exacerbated by the trade policy environment. Under the Trump administration, significant additional US tariffs on imports from China were introduced starting in April 2025, with China being subjected to additional reciprocal tariffs of 10 percent – ​​on top of existing Section 301 tariffs. This creates a paradoxical situation for American online retailers using Accio to optimize their sourcing from China: The AI ​​tool dramatically reduces the transaction costs of supplier searches, while the trade policy framework simultaneously increases the actual import costs. The efficiency gains on the procurement side and the additional burdens on the tariff side can offset each other or, in the worst case, lead to suboptimal sourcing decisions based on AI recommendations that may insufficiently consider political risks.

Related to this:

• B2B procurement: Moving away from keyword-based to intelligent, intent-driven, and conversational analysis

The risk of algorithmic concentration: When AI shapes the supply chain

Another structural risk concerns algorithmic concentration in supply chains. When millions of retailers worldwide use the same AI platform for supplier selection, the platform's recommendation logic effectively becomes a kind of invisible regulation of global trade. Suppliers favored by Accio gain a massive competitive advantage; those that perform poorly in the algorithm or are not listed at all are structurally disadvantaged.

Security researchers and procurement experts are already warning of specific risks associated with AI-powered purchasing. Algorithmic bias can lead to AI systems systematically favoring suppliers from certain regions. Autonomous procurement agents could unknowingly interact with compromised supplier systems, and the real-time connections to external data sources typical of AI applications open up new attack surfaces for manipulated information. According to data from the industry association Bitkom, 81 percent of German companies were affected by data theft, espionage, or sabotage in 2024 – the migration of critical procurement processes to AI systems significantly increases this attack surface.

From a competition law perspective, Alibaba's market power also warrants special attention. Accio is not just any neutral AI tool, but rather an instrument of a company that simultaneously operates the marketplace where suppliers are listed. Accio provides purchase recommendations on a platform where Alibaba itself earns money as a transaction intermediary. Even if the platform is currently considered unproblematic from a regulatory perspective, this vertical integration carries a potential structural conflict of interest risk that has not yet been adequately addressed by regulation.

Quality assurance and the problem of AI-mediated distance

Beyond geopolitical and competition law issues, the classic problem of sourcing from China persists—and may even be exacerbated by the use of AI tools: quality assurance. Sourcing in China is complex because, in addition to language barriers, cultural differences, a tendency to save face when communicating errors, and a lack of legal certainty regarding defective deliveries increase the risk for foreign buyers. Accio doesn't solve these problems—on the contrary, it increases the speed at which traders select suppliers without necessarily increasing the depth of quality checks.

An AI system that can identify a manufacturer in Ningbo and prepare a deal within minutes may lead to an underestimation of the need for personal factory visits, independent quality audits, and long-term supplier relationships. While Accio's vetted suppliers are verified on Alibaba.com—offering some basic protection—even verified suppliers can exhibit significant quality variations. AI reduces transaction costs associated with the search, but it doesn't replace operational due diligence.

For professional buyers in medium-sized companies, the combination of AI-supported pre-selection and human due diligence remains the best approach. Accio is ideally suited for creating a longlist of potential suppliers and aggregating initial comparative data; however, the final decision and relationship management should still be in human hands. As experts emphasize, AI in procurement must not operate completely autonomously and unsupervised – transparency, human oversight, and internal training remain essential.

The global trade boom under the influence of AI: Macroeconomic context

Accio's development is not an isolated phenomenon, but rather embedded in a broader macroeconomic transformation. Global e-commerce revenue, which stood at around €2.905 trillion in 2024, is projected to rise to €4.582 trillion by 2029 – an expected annual growth rate of 9.54 percent. In Germany alone, the number of e-commerce users is expected to grow from 30.34 million in 2020 to as many as 53.85 million in 2029 – an increase of almost 23 percent.

In this growth environment, AI is the most important structural driver. According to a McKinsey report, global trade grew by over six percent in 2025 despite the highest US tariffs since World War II – driven largely by the AI ​​infrastructure boom. Roughly one-third of total global trade growth was attributable to exports of AI-related goods such as semiconductors, servers, and network technology. AI thus creates not only data flows but also flows of goods – and platforms like Accio are the transmission belt through which these flows are channeled.

The shift towards agentic AI in the B2B sector comes at a time when traditional procurement models are under pressure. Forrester studies, cited by Alibaba.com, show that nearly 90 percent of B2B buyers now use AI tools for sourcing and evaluation, while McKinsey documents that AI drives more than half of all online searches. The infrastructure of global trade is transforming faster than traditional regulatory and adaptation cycles can keep pace.

Future of the model: Monetization, expansion and strategic ambitions

Alibaba's strategic goal behind Accio goes far beyond simply adding AI features to Alibaba.com. The platform is a core component of the Alibaba International Digital Commerce Group's (AIDC) internationalization strategy, which aims to position the company as a leading infrastructure provider for global cross-border trade. Alibaba combines technological excellence with a targeted partnership strategy: At CoCreate Europe in London, the company unveiled a $1 million funding program for European startups and established partner networks with local players.

Closely integrated with Accio is Marco MT, Alibaba's translation tool, which, according to the company, surpasses competing products like Google Translate and DeepL in trade-specific translation quality. Together, Accio and Marco MT aim to permanently overcome the last major hurdle in global trade—the language barrier—and usher in a new era of so-called micro-multinationals: small companies that operate effortlessly in the global market. This is no small ambition. If a solo entrepreneur in Ulm or Seattle can work with the same procurement tools as a mid-sized buyer with a dedicated sourcing team, the competitive landscape of entire industries will change.

The unresolved monetization question will mark a strategic crossroads in the medium term. Three scenarios appear plausible: First, Accio could permanently function as a free traffic driver for Alibaba.com, monetized through transaction commissions on the main platform. Second, a freemium model is conceivable, where basic functions remain free, while advanced analytics and the Accio Agent require a premium subscription. Third, Accio could be positioned as a standalone SaaS platform for enterprise buyers. Which model prevails will be crucial for the market – both for future user acceptance and for the long-term competitive position against potential competitors from the Western technology sector.

Democratization or dependency? The dual reality of AI-supported procurement

Accio embodies a fundamental ambivalence that is characteristic of many transformative technologies: On the one hand, it democratizes tools that were previously only accessible to resource-rich actors, and on the other hand, it creates new dependencies on an infrastructure controlled by a single, geopolitically positioned actor.

For the individual entrepreneur who transforms a global product idea into a competitive offering from their living room, Accio is an undeniable empowerment. The real reduction in manufacturing costs, the shortening of time to market, and the democratization of access to global supply chains are genuine added values ​​that level the playing field for businesses. However, for European or American SMEs as a whole, the question arises whether an increasing dependence on Chinese-controlled AI procurement infrastructure ultimately serves the goal of resilient and diversified supply chains.

This question will not be answered solely by technology in the coming years, but also by regulatory decisions, geopolitical developments, and the ability of Western technology companies to develop competing offerings. Until then, Accio remains the most remarkable example of what happens when decades of accumulated trade data, a powerful AI ecosystem, and a clear focus on end-user benefits converge: a platform that gained two million users in nine months and is quietly rewiring the infrastructure of global trade.

B2B trading platforms - Strategic planning and support with Xpert.Digital - Image: Xpert.Digital

Business-to-business (B2B) trading platforms have become a critical component of global trade dynamics and thus a driving force for exports and global economic development. These platforms offer significant advantages to companies of all sizes, especially SMEs—small and medium-sized enterprises—which are often considered the backbone of the German economy. In a world where digital technologies are increasingly prominent, the ability to adapt and integrate is crucial for success in global competition.

More information here:

• Business-to-business (B2B) trading platforms

☑️ Our business language is English or German

☑️ NEW: Correspondence in your native language!

Konrad Wolfenstein

I and my team are happy to be available to you as your personal advisor.

You can contact me by filling out the contact form here or simply call me at +49 7348 4088 965. My email address is : [email protected]

I'm looking forward to our joint project.

☑️ SME support in strategy, consulting, planning and implementation

☑️ Creation or realignment of the digital strategy and digitization

☑️ Expansion and optimization of international sales processes

☑️ Global & Digital B2B trading platforms

☑️ Pioneer Business Development / Marketing / PR / Trade Fairs