DataSHIELD

datashield.org

DataSHIELD is an open-source software infrastructure and series of R packages that enables secure, federated analysis of sensitive research data without moving or disclosing individual-level information. Built on privacy-by-design principles, it allows authorized analysts to perform remote statistical computations across distributed datasets while ensuring strict compliance with data governance and disclosure control standards. Widely adopted in healthcare and academic sectors for over a decade, the platform facilitates collaborative data science by aggregating results from multiple sites while keeping raw data localized.

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