Qdrant is an open-source vector search engine written in Rust that provides high-performance, scalable vector similarity search services. It enables enterprises to build production-grade AI retrieval systems, supporting hybrid search, advanced metadata filtering, and multi-modal data processing. The platform offers flexible deployment options including managed cloud, on-premise, and edge environments with enterprise-grade security and compliance features.

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