cn Geo Monitor

    by lm203688

    1

    Executable API backend for optimizing and monitoring brand citation rates across China's top AI search engines.

    Free

    Works with the AI tools you already use

    CCCGGVW

    About this skill

    What it does

    The CN GEO Monitor is a developer-focused toolkit for Generative Engine Optimization (GEO) specifically targeting the Chinese market. Unlike generic AI optimization tools that focus on Western platforms like ChatGPT or Perplexity, this skill provides actionable data and executable API endpoints for the dominant Chinese LLMs: DeepSeek, Kimi, Doubao, Tongyi Qianwen, and ERNIE Bot.

    Why use this skill

    While theoretical frameworks offer metaphors, this skill provides a data-driven backend to measure and improve your brand's AI citation rates. It goes beyond simple prompting by offering a predictive calibration system that scores content across five critical dimensions including compliance risk and AI citation probability. It is essential for any brand needing visibility among the 800M+ users of the Chinese AI ecosystem.

    Supported tools and engines

    • DeepSeek: Optimization for real-time web search and RAG logic.
    • Kimi: Strategies for long-context citations and original source preferences.
    • Doubao & Tongyi: Ecosystem-specific optimization for ByteDance and Alibaba search agents.
    • ERNIE Bot: Knowledge-graph alignment for Baidu-integrated results.

    What the output looks like

    The skill returns structured JSON data containing multi-dimensional scores, engine-specific visibility metrics, and targeted suggestions (e.g., adding JSON-LD or authoritative citations) to increase the likelihood of your content being cited as a primary source by Chinese AI agents.

    marketing
    chinese-market
    content-marketing
    deepseek
    geo
    seo

    Details

    How to install

    Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.

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    Security Scanned

    Passed automated security review

    Permissions

    Terminal / Shell
    Network Access

    Allowed Hosts

    1341839497-2yuxt6z58d.ap-guangzhou.tencentscf.com

    Creator

    L

    Frequently Asked Questions

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