Koishi is an open-source, cross-platform bot framework designed for developers to build scalable and high-performance chatbots. It supports integration with numerous messaging platforms including Telegram, Discord, QQ, and WeChat through a rich plugin ecosystem. The framework emphasizes developer experience with TypeScript support, hot module reloading, and built-in dashboard tools for real-time monitoring and configuration.

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