Open Problems

openproblems.bio

Open Problems is a community-driven platform dedicated to formalizing and benchmarking computational challenges in single-cell analysis. It provides standardized datasets, clear mathematical definitions for tasks, and quantitative leaderboards to evaluate the performance of new data analysis methods. The initiative fosters cross-disciplinary innovation by collaborating with machine learning scientists and molecular biologists to advance single-cell biology research.

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