Grand Challenge

grand-challenge.org

Grand Challenge is a specialized platform for the end-to-end development of machine learning solutions in biomedical imaging. It enables researchers and organizations to manage medical data, coordinate expert annotation workflows, benchmark algorithms through competitive challenges, and deploy clinical AI models. The service supports the full lifecycle of medical image analysis projects, from data ingestion to algorithm deployment.

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