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China’s AI search ecosystem continues to expand at a remarkable pace. At Codedesign, we’ve spent the last few months partnering with businesses and content creators to try to understand AI-driven platforms that shape user experiences and business outcomes. From semantic searches to knowledge-graph integrations, these seven tools represent the forefront of China’s AI search innovations. In this article, we’ll explore each platform’s standout features, share key insights from our client engagements, and highlight why these tools are driving the next wave of digital transformation
DeepSeek

What It Is
DeepSeek is an emerging AI search engine that excels in semantic processing and robust knowledge-graph capabilities. By interpreting user intent and contextualizing data, DeepSeek aims to provide in-depth, precise results for everything from casual queries to high-level research.
Why It Stands Out
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Semantic Search Mastery
- Goes beyond keyword matching, using deep learning to interpret the meaning behind search terms.
- Perfect for technical or specialized research where contextual accuracy is crucial.
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Knowledge-Graph Integration
- Links data points across news, social media, and academic journals to deliver multifaceted insights.
- Helps businesses identify emerging trends by analyzing relationships between data sets.
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Adaptive User Profiles
- Builds personalized user profiles that tailor results based on browsing habits and preferences.
- Allows businesses to customize how they deliver content to different audience segments.
Codedesign Insights
- E-commerce Integration: Several Codedesign internal projects integrated DeepSeek’s AI-powered APIs to improve product discoverability and saw higher conversion rates.
- Educational Focus: Research institutions and universities benefited from more accurate, context-rich search results, significantly cutting down on time spent filtering irrelevant material.
- Scalability: DeepSeek’s modular architecture makes it flexible for startups and enterprise-level clients alike.
ERNIE (Baidu)

What It Is
ERNIE (Enhanced Representation through kNowledge IntEgration) is Baidu’s advanced language model that powers Baidu AI Search, one of China’s most widely used search engines. It seamlessly combines deep linguistic understanding with massive data sets to deliver precise and context-aware results.
Why It Stands Out
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Comprehensive Search Experience
- From everyday queries to academic research, ERNIE’s robust AI covers a full spectrum of user needs.
- Provides concise, AI-generated summaries to help users quickly grasp complex topics.
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Chinese Language Expertise
- Specialized in the nuances of Mandarin, enabling more accurate interpretation of colloquialisms and regional dialects.
- Ideal for businesses targeting a broad Chinese audience with diverse language preferences.
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Data-Driven Insights
- Baidu’s extensive ecosystem (including forums, maps, and news) feeds into ERNIE’s knowledge graph, creating data-rich search results.
- Offers valuable market intelligence for brands looking to track consumer behavior in real time.
Codedesign Insights
- Organic Visibility: Pages who optimized their content for ERNIE noticed significant improvements in search rankings on Baidu.
- Content Strategy: We’ve guided clients to structure long-form articles and product descriptions in a way that aligns with ERNIE’s semantic parsing, resulting in higher user engagement.
- Digital Marketing Integration: ERNIE’s integration with Baidu’s advertising platform allows for holistic campaigns combining organic and paid strategies.
Sogou
What It Is
Sogou is a veteran in the Chinese search market, known for its advanced natural language processing and tight integration with social platforms. It offers both a standard search portal and an AI-driven, conversational interface that interprets queries with human-like understanding.
Why It Stands Out
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Social Media Integration
- Aggregates trending data from WeChat and other popular Chinese platforms, making it indispensable for real-time market insights.
- Particularly useful for brands tracking influencer campaigns or viral topics.
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Conversational Query Handling
- Offers “smart” summaries that simplify complex topics into user-friendly bite-sized answers.
- Ideal for users who prefer a more interactive, Q&A-driven search experience.
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Wide Content Coverage
- Indexes news, multimedia, and user-generated content for comprehensive search results.
- Helps content creators and businesses tap into multiple online communities.
Codedesign Insights
- Trend Spotting: Brands we’ve worked with leverage Sogou to pinpoint emerging social discussions, informing product development and marketing strategies.
- Localized Campaigns: Codedesign’s clients in regional markets have used Sogou’s analytics to refine localized promotions, boosting click-through rates.
- Enhanced Engagement: By optimizing content for Sogou’s natural language interface, clients see higher dwell times and user satisfaction.
Shenma

What It Is
Shenma AI Search is known primarily for its mobile-first approach. It was born from a collaboration between Alibaba’s UCWeb and Qihoo 360 but has grown into a standalone platform optimized for on-the-go information discovery.
Why It Stands Out
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Mobile Optimization
- Fast loading times and touch-friendly results cater to China’s massive mobile user base.
- Minimal ads keep the interface clean and user-focused.
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Local Relevance
- Capable of delivering hyper-local results and location-based services that help users find nearby products or services.
- Especially useful for SMEs targeting regional or city-specific consumers.
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Streamlined User Experience
- Balances AI-driven insights with a straightforward interface, making it easy for mobile users to find precise information.
- Emphasizes relevancy over volume to accommodate smaller mobile screens.
Codedesign Insights
- On-the-Go Commerce: E-commerce brands we support have seen Shenma effectively drive foot traffic to physical stores and pop-up events through location-aware queries.
- Rapid Adoptions: Clients targeting younger, mobile-centric demographics found success integrating with Shenma’s AI for instant product recommendations.
- Conversion Upswing: Streamlined search journeys translate into quicker purchase decisions, which boosts mobile conversion rates.
Youdao

What It Is
Youdao, part of the NetEase family, is a powerhouse for educational and research-focused queries. Its AI-driven platform combines a rich knowledge base with machine learning to deliver precise, context-rich search results.
Why It Stands Out
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Academic & Professional Relevance
- Specializes in academic papers, technical documents, and learning resources.
- Ideal for students, educators, and professionals needing in-depth research on specialized topics.
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Clean, User-Centric Interface
- Minimal distractions, so users can quickly drill down to the core information.
- Intuitive design that resonates with those in fast-paced research environments.
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Knowledge & Language Tools
- Integrates with Youdao’s dictionary and translation services, adding bilingual functionality that supports global collaboration.
- Helpful for cross-border research or English-Chinese content creation.
Codedesign Insights
- Rapid Research Cycles: Universities and think tanks we work with use Youdao to centralize and streamline their research processes.
- Enhanced Learning Portals: Educational websites see better user engagement through Youdao’s curated lists of academic sources.
- Professional Development: Corporate training programs benefit from Youdao’s specialized results, linking employees to relevant white papers and case studies.
Alibaba’s Aliyun AI Search

What It Is
Developed by Alibaba Cloud, Aliyun AI Search brings enterprise-level scalability and advanced AI features to organizations managing vast volumes of data—particularly in e-commerce and global business contexts.
Why It Stands Out
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Enterprise-Ready Architecture
- Handles large-scale data indexing, making it well-suited for massive product catalogs.
- Offers robust security protocols that appeal to enterprise clients handling sensitive information.
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Real-Time Insights
- Integrates seamlessly with Alibaba Cloud’s broader suite of analytics, allowing brands to analyze user behavior in real time.
- Provides dynamic search results that update as inventory or product details change.
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Customizable AI Models
- Businesses can tailor AI algorithms to reflect specific branding or operational requirements.
- Helps differentiate product offerings and highlight specialized services.
Codedesign Insights
- Global E-commerce Expansion: Clients we’ve guided into cross-border e-commerce leverage Aliyun AI to manage multi-language product listings efficiently.
- Scalable Deployments: Startups and established enterprises benefit from Aliyun AI’s flexible deployment options (public cloud, hybrid, private).
- Advanced Analytics: Detailed search analytics offer insights into user patterns, helping refine content strategies and inventory planning.
Tencent AI Search

What It Is
Tencent AI Search connects users to Tencent’s vast digital ecosystem, including WeChat, QQ, and other social platforms. It uses natural language processing and machine learning to deliver fluid, conversational search results.
Why It Stands Out
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Ecosystem Integration
- Leverages real-time data from Tencent’s extensive platform network, offering social-media-driven insights and faster content discovery.
- Users can find products, services, and trending topics without leaving the app ecosystem.
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Adaptive Recommendations
- Monitors user behavior, adjusting recommendations in real time to reflect trending conversations or personal interests.
- Beneficial for brands looking to stay ahead of viral topics and immediate audience needs.
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Language & Community
- Supports multiple Chinese dialects and fosters interactive discussions around hot topics, bridging the gap between social and search.
- Especially handy for influencer marketing, as brands can track how content spreads across different circles.
Codedesign Insights
- High Engagement Rates: Clients embedding Tencent AI Search into their mini-programs see improved user retention and cross-platform sharing.
- Influencer Collaborations: Marketers can pinpoint and align with trending influencers, optimizing brand visibility in real time.
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Holistic Campaigns: By integrating Tencent’s search with WeChat official accounts and ad tools, clients orchestrate cohesive, multi-channel strategies that amplify reach.
The new Updates / New Wave of China AI
Kimi (Moonshot AI)
What It Is Kimi, developed by Moonshot AI, has quickly become a favorite among researchers and professionals. It is best known for its massive context window—capable of processing up to 2 million tokens (roughly 2 million Chinese characters) in a single prompt. Why It Stands Out
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Long-Context Mastery: Unlike standard chatbots, Kimi can read and summarize entire books, legal contracts, or complex technical papers in seconds without losing track of details.
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"Lossless" Memory: It excels at retrieving specific facts from massive datasets uploaded by the user, making it a powerful tool for data analysis.
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Use Case: Ideal for analyzing long-form competitor reports or synthesizing yearly financial statements. We've seen it used to digest 50-page SEO technical audits into actionable checklists instantly.

Doubao (ByteDance)
What It Is Doubao is ByteDance’s (the parent company of TikTok) flagship AI mobile assistant. It surpassed rivals to become one of China's most active AI apps in 2025. It is designed as a "super agent" that lives on your phone. Why It Stands Out
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Mobile-First Design: Optimized for voice interaction and quick answers, similar to a super-powered Siri.
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Content Ecosystem: It has unique access to real-time trends from Douyin (Chinese TikTok), making it incredibly culturally relevant.
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Multi-Agent Capability: It can deploy specialized "agents" for travel planning, language learning, or role-playing.
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Use Case: Perfect for marketers needing to understand current Chinese Gen-Z slang or trending topics on Douyin for content localization.

Hailuo AI (MiniMax)
What It Is Also known as "Glow" in some iterations, Hailuo AI by MiniMax is a dual-threat platform offering both a high-IQ text assistant and a state-of-the-art video generation model (Hailuo-02). Why It Stands Out
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Video Search & Generation: It is currently one of the few platforms where you can search for a concept and generate a cinematic-quality video clip to visualize it.
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Creative Focus: The text model is fine-tuned for creative writing and role-play, making it less "robotic" than some competitors.
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Use Case: Creative teams use Hailuo to storyboard video ads or generate quick visual concepts for client pitches without needing a full production crew.

Zhipu Qingyan (Zhipu AI)
What It Is Built on the GLM (General Language Model) architecture by Zhipu AI (a Tsinghua University spin-off), this tool is the "academic heavyweight" of the group. It is deeply integrated with data analysis and coding tools. Why It Stands Out
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Data Analysis: It has a built-in "Code Interpreter" similar to ChatGPT, allowing it to generate charts, graphs, and execute Python code for complex math.
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Open Source Roots: Because the underlying models are open-source, it has a massive developer community improving its reasoning capabilities daily.
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Use Case: Technical SEOs and data analysts use Zhipu to clean large datasets or generate Python scripts for scraping public web data.

360 AI Search (Qihoo 360)
What It Is From the cybersecurity giant Qihoo 360, this is a dedicated "Answer Engine" rather than a chat bot. It focuses on reading multiple web sources and synthesizing a single, cited answer. Why It Stands Out
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Source Reliability: Every sentence in its answer is footnoted with a link to the original source, addressing the "hallucination" problem common in AI.
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Security Focus: Given 360’s background, it filters out malicious domains and focuses on trusted verified sources.
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Use Case: Excellent for fact-checking and reputation management. Brands use it to see what authoritative sources are saying about them, filtering out low-quality noise.
Tiangong AI Search (Kunlun Tech)
What It Is Tiangong is one of the first platforms in China explicitly branded as an "AI Search Engine" rather than a chatbot. It aims to replace traditional keyword search entirely. Why It Stands Out
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Deep Search: It doesn't just read the top 3 results; it scans deeply into forums, PDFs, and academic papers to find niche information.
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Multimedia Results: It often aggregates audio and video results alongside text, providing a richer answer format.
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Use Case: Great for deep market research where you need to find obscure industry regulations or niche consumer discussions that standard search engines miss.

iFlytek Spark (Spark Desk)
What It Is iFlytek is China's leader in voice recognition, and Spark Desk brings that expertise to AI search. It is the go-to tool for voice-interaction and cross-language communication. Why It Stands Out
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Voice Interaction: It has arguably the best Chinese voice recognition and synthesis, allowing for seamless verbal search and dictation.
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Document Q&A: It allows users to upload "knowledge bases" (like company manuals) and search them via voice or text.
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Use Case: Essential for international teams. You can upload a Chinese meeting recording, and Spark Desk will transcribe, summarize, and translate the key points into English instantly.

SenseChat (SenseTime)
What It Is Powered by the SenseNova model, SenseChat excels in "Vision" capabilities. SenseTime is a computer vision company, so their search tool "sees" as well as it reads. Why It Stands Out
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Visual Input: You can upload photos of products, landmarks, or charts, and it can search based on the visual information.
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Cantonese Support: It has superior support for Cantonese and Hong Kong-specific context compared to many Beijing-based models.
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Use Case: Retail clients use it to snap photos of competitor shelf displays to analyze product placement strategies. It is also the preferred tool for our partners in the Greater Bay Area.

Tencent Yuanbao
What It Is While the original article mentions "Tencent AI Search," Yuanbao is the specific flagship app launched to conquer the consumer market. It is built on the powerful Hunyuan model. Why It Stands Out
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WeChat Official Account Access: Uniquely, Yuanbao can search the closed ecosystem of WeChat Official Account articles, which are often invisible to outside search engines like Baidu or Google.
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Ecosystem Integration: It connects seamlessly with QQ Music and Tencent Video for multimedia searches.
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Use Case: This is the only tool for deep research into WeChat content. If you want to know what competitors are publishing to their private followers on WeChat, Yuanbao is the key.
Metaso
What It Is Metaso is an "AI Search Aggregator" designed for serious productivity. It frames itself as a tool for students and researchers to cut through the noise of the internet. Why It Stands Out
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Structured Output: It presents answers in a clean, structured format (like a mind map or academic outline) rather than just a block of text.
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Ad-Free Experience: It focuses purely on information retrieval without the clutter of ads that plagues traditional Chinese search engines.
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Use Case: We use Metaso for initial topic research. Its ability to structure a messy topic into a clear outline helps content teams draft blog structures in minutes.
Resume
| Tool Name | Developer | Primary Type | Best Use Case (Codedesign Perspective) | Key Differentiator |
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| 1. Kimi | Moonshot AI | Research Assistant | Long-form Analysis: Digesting 50+ page reports, books, or legal contracts in seconds. | 2M Token Context Window: Can "read" more text at once than almost any other model. |
| 2. Doubao | ByteDance (TikTok) | Super Agent | Trend Tracking: Marketers needing real-time insights into Chinese Gen-Z trends & slang. | Douyin Ecosystem: Direct access to TikTok/Douyin content trends. |
| 3. Hailuo AI | MiniMax | Creative Suite | Creative Production: Storyboarding video ads and creative writing/roleplay. | Text-to-Video: One of the few offering high-quality video generation inside the chat. |
| 4. DeepSeek | DeepSeek | Coding/Reasoning | Technical SEO & Dev: Writing scripts, debugging code, and complex logic puzzles. | Price/Performance: Rivals GPT-4 in coding tasks but is open-source and extremely efficient. |
| 5. Zhipu Qingyan | Zhipu AI | Data Analyst | Data Science: Cleaning datasets, generating Python charts, and academic research. | Code Interpreter: Built-in ability to run code for math and data visualization. |
| 6. Metaso | Metaso | Search Aggregator | Productivity: Creating instant mind maps and structured outlines for content. | Structured Output: Answers come as "knowledge maps" rather than just text blocks. |
| 7. Yuanbao | Tencent | Ecosystem Search | WeChat Research: Finding content inside the "walled garden" of WeChat Official Accounts. | Deep Integration: The only tool with full access to the closed WeChat content ecosystem. |
| 8. SenseChat | SenseTime | Vision Agent | Visual Search: Retail analysis via photos (e.g., analyzing shelf displays). | Visual "IQ": Superior at understanding images and Cantonese language support. |
| 9. Tiangong | Kunlun Tech | Search Engine | Deep Market Research: Finding obscure PDFs, forums, and niche industry regulations. | Deep Search: Scans deeper into non-mainstream web sources than standard engines. |
| 10. Spark Desk | iFlytek | Voice/Language | Meeting assistant: Transcribing and summarizing Chinese meetings or voice notes. | Voice Tech: Industry-leading voice recognition and real-time translation. |
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| THE GIANTS (Updates) |
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| Baidu Ernie | Baidu | General Search | SEO & Traffic: Optimizing content for China's largest search engine (Baidu). | Market Share: Integrated into the main Baidu search, giving it massive reach. |
| Tongyi Qianwen | Alibaba | Enterprise | E-commerce: Writing product descriptions and handling customer service queries. | Qwen Model: Highly integrated with Alibaba's massive e-commerce database. |
| Sogou AI | Tencent/Sogou | Social Search | Social Listening: Searching across social platforms (older tech, now largely integrated). | Social Indexing: historically strong at indexing WeChat and Zhihu (Q&A) content. |
| 360 AI Search | Qihoo 360 | Secure Search | Reputation Management: Fact-checking brand mentions on trusted domains. | Source Verification: Footnotes every sentence and filters out unsafe/spam domains. |
What we've learned as Codedesign Digital AI Team
The Chinese AI Landscape: General Comparison
1. The "New Wave" vs. The "Old Guard": What is the main difference?
- The "New Wave" (Kimi, Doubao, DeepSeek, Hailuo, Metaso, Yuanbao): These are "AI-native" applications built from the ground up as Large Language Models (LLMs). They function like ChatGPT, offering conversation, reasoning, and content generation. They prioritize answering over searching.
- The "Old Guard" (Baidu Ernie, Sogou, Shenma, 360): These are traditional search engines that have retrofitted AI into their existing interface. While powerful, they often feel like a hybrid of a search bar and a chatbot, retaining more "clutter" (ads, list of links) compared to the cleaner new apps.
2. Which tool is the "Best All-Rounder" (The Chinese ChatGPT)?
- Kimi (Moonshot AI): Currently the top recommendation for professional knowledge work. Its standout feature is its massive context window (2M tokens), allowing it to "read" and analyze massive documents better than almost any competitor.
- Doubao (ByteDance): The top choice for casual and daily use. It acts as a super-powered assistant on your phone, heavily integrated with TikTok/Douyin trends. It is less "academic" than Kimi but more "fun" and culturally up-to-date.
- Baidu Ernie (Wenxin Yiyan): The safe, corporate choice. It is the "Google Gemini" of China—integrated into everything Baidu does. It is powerful but can be heavy with censorship and self-promotion (driving traffic to Baidu's own sites).
3. Which platform is best for Developers and Coding?
- DeepSeek: This is the developer's favorite. It is an open-source model that rivals GPT-4 in coding logic and math. It is famous for its "reasoning" capabilities, often explaining why a piece of code is broken rather than just fixing it.
- Zhipu Qingyan: Also excellent for technical users, specifically for Data Science. It has a built-in "Code Interpreter" that can execute Python code to generate charts, analyze Excel sheets, and solve complex math problems.
4. I need to find information inside WeChat. Which tool works?
- Yuanbao (Tencent): This is the only answer. WeChat is a "walled garden," meaning Google and Baidu cannot index it. Yuanbao, being a Tencent product, has exclusive access to search WeChat Official Accounts, making it indispensable for market research on Chinese competitors.
- Tencent AI Search: This is largely the engine powering Yuanbao and WeChat's internal search. For a standalone app experience, use Yuanbao.
5. Which tools can generate Video or Images (Multimodal)?
- Hailuo AI (MiniMax): The leader in video. It allows you to type a text prompt and generate high-quality video clips (Hailuo-02 model), ideal for storyboarding or creative concepts.
- SenseChat (SenseTime): The leader in Vision. You can upload photos (e.g., a storefront, a complex chart), and it analyzes them with high accuracy. It is built by a computer vision company, so it "sees" better than it "writes."
6. What is the deal with the "Traditional" Search Engines (Sogou, Shenma, Youdao, 360)?
- Sogou AI: Historically strong at searching WeChat (via partnership) and forums like Zhihu. In 2025, it is largely being absorbed into the Tencent ecosystem, but its "vocal input" tech remains top-tier.
- Shenma: This is a mobile-only search engine (mostly found in the UC Browser). It is not a standalone AI app like the others; it’s an AI-enhanced browser search optimized for mobile shopping and apps.
- Youdao: This is highly specialized for Education & Translation. Do not use it for market research; use it to translate academic papers or help students learn English/Chinese.
- 360 AI Search: The "Security" specialist. It focuses on finding answers from verified sources (government, academic, trusted news) and strictly filters out scams or rumors.
7. What is "Metaso" and "Tiangong"?
- Metaso: An "AI Search Aggregator." It doesn't just chat; it scours the web and organizes the results into a structured format (like a Mind Map or research brief). Perfect for students and researchers.
- Tiangong: A "Deep Search" engine. It excels at digging into non-mainstream web data (PDFs, forums, technical documentation) that standard keyword search often misses.
8. Are "Tongyi Qianwen" and "Aliyun AI Search" the same?
- Tongyi Qianwen (Qwen): This is Alibaba's flagship Chatbot (like ChatGPT). It is best for writing, creative tasks, and general assistance.
- Aliyun AI Search: This usually refers to the Enterprise search solution (B2B). It is a tool companies buy to build their own search engines for their internal data, powered by the Qwen model.
- Spark Desk (iFlytek): The "Voice" specialist. Use this if you need to transcribe meetings, translate spoken audio, or interact via voice commands.
Access & Availability
1. Do I need a Chinese phone number (+86) to use these tools?
For most of them (like Doubao, Yuanbao, and Baidu Ernie), yes, a Chinese mobile number is required for account verification. However, DeepSeek and Kimi have occasionally offered email sign-ups or are more accessible via their API interfaces for international developers.
2. Can I access these platforms from outside China?
Access is often geo-restricted. While some web interfaces load globally, the actual chat functionality often blocks foreign IP addresses. You will typically need a reliable VPN with servers in mainland China or Hong Kong to ensure stable performance.
3. Are these tools free to use?
Currently, most "New Wave" tools (Kimi, Doubao, Hailuo) are free for individual users as they fight for market share. The "Giants" (Ernie, Tongyi) operate on a freemium model: basic chats are free, but advanced features (like using the most powerful model version or generating high-res images) require a monthly subscription.
4. Do they have mobile apps for iOS and Android?
Yes, but they are usually found on the Chinese App Stores. You likely won't find the official "Doubao" or "Kimi" app on the US Google Play Store or Apple App Store. You would need to switch your store region to China to download the native apps.
Features & Capabilities
5. Which tool is best for translating English documents into natural-sounding Chinese?
DeepSeek and Kimi are currently outperforming traditional translators. Because they understand context and nuance better, they produce "business-ready" Chinese text that feels less robotic than Google Translate or Baidu Fanyi.
6. Can I upload a URL and ask the AI to summarize the webpage?
Kimi and 360 AI Search excel at this. You can paste a link to a news article or a technical paper, and they will read the content (even if it's long) and provide a summary or answer questions based on that specific page.
7. Do any of these tools support real-time voice conversation?
Doubao and Spark Desk are the leaders here. Doubao’s mobile app allows for fluid, near-instant voice chats that feel like talking to a real person, including interrupting the AI mid-sentence.
8. Can they generate images (Midjourney style)?
Tongyi Qianwen (Wanxiang) and Baidu Ernie have built-in image generators. Hailuo AI goes a step further with video. However, for pure artistic control, specialized Western tools (Midjourney) are often still superior, though Chinese tools handle Chinese cultural aesthetics (e.g., ink painting styles) much better.
9. Which tool has the best API for developers?
DeepSeek. It is aggressively priced (often cheaper than OpenAI) and offers full API compatibility. Many independent Chinese developers are building their own apps on top of DeepSeek because of its high performance-to-cost ratio.
10. Can I use these tools to write SEO content for Baidu?
Yes. Baidu Ernie is the safest bet here because it is trained on the same data Baidu prioritizes. Using Ernie to draft headlines or articles ensures you are naturally using the keywords and phrasing that Baidu's search algorithm favors.
Privacy & Security
11. Is my data private when using Chinese AI tools?
You should assume no. All platforms operating in mainland China must comply with local cybersecurity laws, which means data can be accessed by authorities if requested. Do not upload sensitive corporate trade secrets, source code, or PII (Personally Identifiable Information) to public chat interfaces.
12. Do these tools censor content?
Yes. All compliant Chinese AI models have safety filters that block politically sensitive topics, certain historical events, and NSFW content. If you ask about sensitive keywords, the AI will either refuse to answer or shut down the conversation.
13. Can I use them for "Reputation Management"?
Absolutely. 360 AI Search and Metaso are great for this. You can search your brand name to see what sentiment is appearing in trusted Chinese news sources versus casual forums, helping you spot PR crises early.
Comparative & Technical
14. How does Kimi’s "2 million token" window actually help me?
It means you can feed it roughly 1.5 million words of text in one go. You could upload the transcripts of 50 different earnings calls and ask, "Compare the sentiment of the CEO across all 50 meetings." No other standard tool can handle that volume of data in a single prompt.
15. Why is "Multimodal" important for SenseChat?
"Multimodal" means it understands more than text. If you are in retail, you can take a picture of a competitor’s physical store shelf. SenseChat can analyze the image to tell you which brands are getting prime placement—data you can't get from a text search.
16. Is Zhipu Qingyan better than Excel for data?
It is faster. Instead of writing formulas, you upload the file and ask in plain English: "Show me a bar chart of sales growth by region." It writes the Python code to generate the chart instantly. It’s a massive time-saver for non-technical analysts.
17. Which tool is best for academic students?
Metaso or Youdao. Metaso structures answers like a study guide (Introduction -> Key Concepts -> Conclusion), while Youdao is tuned for translating complex academic papers without losing the technical meaning.
18. Can I use Yuanbao to search WeChat Moments (personal feeds)?
No. Yuanbao searches "Public" WeChat content (Official Accounts, Articles, Channels). It cannot search private user data like personal chat history or friends' Moments updates due to privacy restrictions.
19. What is the difference between "Spark Desk" and "iFlytek"?
iFlytek is the parent company (famous for voice hardware). Spark Desk (Xinghuo) is the name of their Large Language Model product. Think of it like "Microsoft" vs. "Copilot."
20. If I can only choose ONE tool to subscribe to, which should it be?
- For Marketing/Trends: Doubao.
- For Heavy Research/Docs: Kimi.
- For Coding: DeepSeek.
- For General Business: Baidu Ernie (due to its stability and ecosystem).



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