Mandarin Arabs

mandarinarabs.com

Mandarin Arabs is an educational platform dedicated to teaching the Chinese language to Arabic speakers. It provides a comprehensive suite of learning resources, including simplified lessons, audio materials, cultural articles, and interactive tools such as games and flashcards. The platform supports learners across various proficiency levels, from beginner to advanced HSK standards.

LLM mention score The LLM mention score is the total number of mentions of this brand in different LLM chatbots, normalized to the scale from 0 to 100. You can get actual, non-normalized numbers via the LLM Mention API from DataForSEO.

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. 

How to get LLM mention data →
// Fetch Mandarin Arabs mentions
POST v3/ai_optimization/llm_mentions/search/live
[
    {
        "target": [
            {
                "keyword": "Mandarin Arabs",
                "search_scope": ["any"]
            }
        ],
        "platform": "chat_gpt",
        "order_by" : ["ai_search_volume,desc"]
    }
]