NLKit is an open-source developer toolkit that enables the rapid integration of natural language AI features into web applications. It provides a React/JS UI library (NLUX) for building conversational interfaces and Node.js middleware (NLBridge) to synchronize application state with Large Language Model contexts. The platform supports various AI backends, including LangChain and HuggingFace, allowing enterprises to embed intelligent assistants quickly.

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