ImproveMandarin

ImproveMandarin is an online educational platform dedicated to helping learners master Mandarin Chinese, ranging from beginner basics to fluency. The site provides comprehensive resources including structured lessons, grammar guides, vocabulary lists, and detailed preparation materials for the HSK standardized proficiency test.

LLM mention score

Normalized 0–100 · last 8 weeks

DataForSEO API

Get LLM mention data of any company via DataForSEO API

Get access to the structured data on keyword, brand, and website mentions in LLMs, including metrics like AI search volume, impressions, and mentions count.

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How to get LLM mention data →

// Fetch ImproveMandarin mentions
POST v3/ai_optimization/llm_mentions/search/live
[
    {
        "target": [
            {
                "keyword": "ImproveMandarin",
                "search_scope": ["any"]
            }
        ],
        "platform": "chat_gpt",
        "order_by" : ["ai_search_volume,desc"]
    }
]