RAGline is a self-hosted Retrieval-Augmented Generation (RAG) platform designed for enterprise environments requiring strict data privacy and on-premises AI inference. It integrates with sources such as Azure DevOps, GitHub, SharePoint, and Microsoft 365 to process documents and build vector databases while functioning as an MCP hub for unified AI tool connectivity.

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