diff --git a/readme.md b/readme.md index 5cdeb30..a23d11f 100644 --- a/readme.md +++ b/readme.md @@ -18,6 +18,7 @@ - [Communities & Forums](#communities--forums) - [Conferences & Events](#conferences--events) - [Industry Analysis](#industry-analysis) +- [Chinese GEO Ecosystem](#chinese-geo-ecosystem) - [Related Resources](#related-resources) - [Contribute](#contribute) @@ -344,6 +345,34 @@ Agencies offering dedicated generative engine optimization services: +## Chinese GEO Ecosystem + +Chinese AI search engines have distinct citation biases compared to English ones, making Chinese GEO a separate discipline that requires localized strategies. + +### Chinese AI Search Engines + +| Platform | Citation Bias | Link | +| ------------------------- | ---------------------------------------------------------- | -------------------------------------------- | +| **Kimi (Moonshot AI)** | Relatively neutral, friendly to independent sites | [kimi.ai](https://kimi.moonshot.cn) | +| **DeepSeek** | Relatively neutral, friendly to independent sites | [deepseek.com](https://www.deepseek.com) | +| **Wenxin Yiyan (Baidu)** | Prefers Baidu ecosystem content (Baijiahao, Baike, Zhidao) | [yiyan.baidu.com](https://yiyan.baidu.com) | +| **Doubao (ByteDance)** | Prefers ByteDance ecosystem content (Toutiao, Douyin) | [doubao.com](https://www.doubao.com) | + +### Key Differences from English GEO + +- **Zhihu** (知乎) is the only platform cited by ALL Chinese AI engines (citation rate 62.5%) — equivalent to Reddit's role in English GEO. +- Baidu and ByteDance AI engines exhibit strong **ecosystem lock-in**, prioritizing their own content platforms. +- Kimi and DeepSeek are more similar to Western AI engines in citation neutrality. +- China's regulatory environment (content licensing, AI governance) adds a unique compliance layer. + +### Resources + +- [awesome-geo-cn](https://github.com/LLM-X-Factorer/awesome-geo-cn) - Comprehensive Chinese GEO resource list covering Chinese AI search engines and content platforms. +- [SEO + GEO Course (Chinese)](https://factorer.app/) - Free 10-week course based on KDD 2024 paper, with Chinese AI platform testing data. +- [KDD 2024 GEO Paper](https://arxiv.org/abs/2311.09735) - Original academic research on Generative Engine Optimization. + + + ## Related Resources ### Other Awesome Lists