Four mainstream AI tools in-depth comparison: bean bag, silver ingot, tongyi thousand questions, DeepSeek who is more suitable for e-commerce operation

In 2026, the AI tool market will be full of flowers, with bean bags, silver ingots, Tongyi Thousand Questions, and DeepSeek being called the four major domestic AI assistants. Faced with many choices, e-commerce operators often fall into difficulties in choosing. Today, we will conduct in-depth comparison from multiple dimensions such as product positioning, core capabilities, and applicable scenarios to help you find the most suitable AI tools for e-commerce operations.

1. four AI tools basic portrait

1. Bean bag: byte beating "national AI entrance"

Bean bag is a AI assistant launched by byte beat, which is positioned as a popular and multi-modal AI assistant. Its biggest feature is not that a single point has the strongest function, but that "everything can be done"-chatting, writing articles, translating, writing codes, processing pictures, generating videos, making PPT, etc. The function coverage is very comprehensive.

The product logic of bytes has always been: not the most professional, but the most inclusive. Bean bags continue this line of thinking, the strategic focus is not to become a top tool in a professional field, but to lower the threshold for the use of AI, so that more ordinary people form the habit of "asking bean bags first if you have any questions.

2. Yuanbao: Tencent Ecological AI Assistant

Yuanbao is a AI tool launched by Tencent. Its biggest differentiation advantage lies in its deep integration with Tencent products such as WeChat, public number and Tencent conference. For businesses that rely on WeChat's ecological operation, Yuanbao can seamlessly connect with the existing workflow.

Yuanbao is especially good at office scenes such as article summary, meeting minutes, document analysis, etc., and also supports specific functions in WeChat scenes. If you have a large number of WeChat customer service and public number operation needs, Yuanbao may be a more natural choice.

3. Tongyi Thousand Questions: Ali Ecological's Intelligent Assistant

Tongyi Qianwen is a AI tool launched by Alibaba, and its core positioning is "ecological AI service assistant". Its deep integration with Alibaba products such as Taobao, Tmall, 1688, and Alibaba Cloud is an advantage that is difficult for other AI tools to replicate.

Tongyi Qianwen is especially suitable for enterprises that need to deal with Ali's e-commerce business. It can directly connect Taobao commodity data, Tmall store operation, 1688 supply matching and other scenarios, providing targeted support for Ali's e-commerce operation.

4. DeepSeek: reasoning ability of the strongest technical school

The DeepSeek was launched by Deep Seeking and is positioned as an inference-based large model assistant. Unlike other tools that seek to function across the board, DeepSeek's label is "reasoning ability"-outstanding performance on math, code, and logical reasoning tasks.

Another big feature of DeepSeek is its open source strategy and cost advantages. Its API price is only about 3% of the industry average, especially suitable for cost-sensitive enterprise users who need deep customization.

2. e-commerce operation scene depth comparison

1. Intelligent customer service scenario

In the e-commerce customer service scenario, the four tools have their own advantages:

with the integration of Tongyi Qianwen and Ali Ecology, it has the fastest and most accurate response when dealing with Taobao and Tmall orders. It can directly call order data, logistics information, return rules, etc., is very suitable for the customer service needs of Ali stores.

The advantage of bean bag is that the response speed is fast and the natural degree of reply is high. Its ability to understand Chinese colloquial expressions is strong, the generated customer service speech is closer to the real communication style, and the user satisfaction is usually higher.

DeepSeek have excelled in dealing with complex controversial issues. When encountering complex after-sales problems that require comprehensive judgment and multiple rounds of negotiation, DeepSeek reasoning ability can help find more reasonable solutions.

Yuanbao has unique advantages in the scene of WeChat customer service. If your business relies heavily on WeChat customer service, Yuanbao can seamlessly connect with WeChat ecology to provide a smoother experience.

2. Content creation scene

E-commerce operations cannot be separated from content creation. Product details pages, activity copy, social media tweets, short video scripts, etc. all need high-quality content support.

The bean bag is a "versatile" in content creation ". It has a strong sense of network, understands local hot spots, and generates a down-to-earth copy. Especially for the content of platforms such as tremolo and little red book, bean bags performed particularly well. With operator feedback, the "link on 321" speech generated by bean bags is more natural than that written by other tools.

Tongyi Qianwen has built-in Taobao template, which can generate commodity description and promotion copy with one click. For Taobao and Tmall stores, the content production efficiency of Tongyi Qianwen is very high, and the format is more in line with the platform specifications.

The advantage of DeepSeek is that the logic is rigorous and the structure is clear. Generated product specifications, detailed parameter comparison and other professional content, the DeepSeek's performance is even better.

Yuanbao has certain advantages in the creation of public number content, especially the content that needs to be combined with Tencent's ecological characteristics.

3. Data analysis scenario

E-commerce operations need to process large amounts of data: traffic analysis, conversion analysis, user behavior analysis, competition monitoring, etc.

DeepSeek is outstanding in the field of data analysis. It has strong programming skills and can assist in advanced analytical tasks such as data cleaning, model building, and trend prediction. For operation teams with a certain technical foundation, DeepSeek can become effective data analysis assistants.

Tongyi Qianwen has a good integration with Ali's data products and can connect with Ali's data analysis tools such as business staff.

Bean bags are good at data visualization and report generation, and are suitable for generating regular analysis documents such as daily, weekly, and monthly reports.

4. Multi-platform operation scenario

For multi-platform e-commerce enterprises, cross-platform adaptation capabilities need to be considered when choosing AI tools.

DeepSeek has a clear advantage in this regard. Because it does not rely on a specific ecosystem, DeepSeek can be flexibly applied to various e-commerce platforms, especially suitable for enterprises that operate multiple platforms at the same time and have international needs.

DeepSeek's multilingual ability is also one of its highlights, which is of great value to cross-border e-commerce operations.

3. cost-benefit analysis

In addition to functional comparison, cost is also an important factor that must be considered when selecting a business:

DeepSeek has the lowest API price, about 3% of the industry average. For enterprises with large calls, this can save a lot of costs.

The API price of bean bags is also very competitive, about 0.8 yuan/million Tokens, 99.3 lower than the average industry price. When used in conjunction with the sound-shaking ecology, the comprehensive cost advantage is obvious.

The API price of Tongyi Qianwen is about 0.8 yuan/million Tokens, which is lower in the Ali ecosystem.

The specific pricing strategy of ingot is relatively less transparent and needs to be evaluated based on actual usage.

4. selection decision recommendations

Choose a thousand questions, if:

• Mainly operate Taobao, Tmall, 1688 and other Ali stores
• Hope that AI tools can be directly connected with the store background
• Business process standardization is high

Choose a bean bag if:

• The main operation of Douyin e-commerce
• Need a lot of creation of short video scripts, live speech technology
• The pursuit of content of the network and communication

Select DeepSeek if:

• Engaging in cross-border e-commerce requires multilingual ability
• There are multiple platform operation requirements, do not want to be a single ecological binding
• API call cost sensitive
• There is a technical team for deep customization
.

Select ingot if:

• Business relies heavily on WeChat ecology
• Need to work with Tencent conference, enterprise WeChat and other tools
• Public number content operation is the focus

5. Suzhou e-commerce enterprise practice suggestion

Suzhou is rich in e-commerce ecology, including traditional Taobao Tmall merchants, emerging chattering e-commerce players, and many enterprises that do cross-border trade. For different business types, we give the following suggestions:

for traditional e-commerce enterprises that focus on Ali, it is suggested that priority should be given to Tongyi Thousand Questions, whose integration with Ali ecology can greatly improve operational efficiency.

Bean bags may be a better choice for new companies that are actively deploying shake-out e-commerce, and their ability to understand and generate shake-out content is more advantageous.

For multi-platform operations or enterprises with international needs, the flexibility and cost advantages of DeepSeek are worthy of attention.

Of course, many enterprises are "mixed and matched"-Tongyi handles Amoy business, bean bags write tremolo content, and DeepSeek do data analysis. This combination strategy can be flexibly adjusted according to the actual situation of the enterprise.

Conclusion

There is no best AI tool, only the most suitable AI tool. Each of the four mainstream AI tools has its own characteristics, and the key to choosing is to match your business needs and long-term strategy.

For e-commerce companies in Suzhou, it is recommended to clarify their core needs first, and then conduct targeted trials and evaluations. Only through practice can you really understand which tool is best for you.

Suzhou Niu Orange Network specializes in providing e-commerce operation services and has rich experience in the application of AI tools. We can provide the most suitable AI solution according to the specific situation of the enterprise. For inquiries, please call the official hotline: 18721502446, or visit www.zctgeo.com for more information.

In 2026, use the right AI tool to double the efficiency of your e-commerce operation!

Reference Source: Comparative Analysis of Bean Bags, DeepSeek, Thousand Questions, and Yuanbao: Product Positioning and Corporate Strategy Behind Four Mainstream AI Tools, CSDN Blog, June 2026