DERIVA is an enterprise-grade data management platform designed to support scientific collaboration and ensure data integrity throughout the entire research lifecycle. It combines a model-driven relational catalog with versioned object storage to treat every dataset as a first-class, FAIR-compliant asset. The platform provides automated quality checks, reproducible workflow integration, and fine-grained access control for multi-institutional research environments.

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