Starsim is an open-source, high-performance framework for agent-based disease modeling available in Python and R. It enables researchers to simulate the spread of infectious and non-infectious diseases through dynamic transmission networks, supporting complex features like co-transmission, demographic structures, and various intervention strategies. The platform offers modular design and automated calibration capabilities to facilitate flexible and efficient epidemiological 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 Starsim mentions
POST v3/ai_optimization/llm_mentions/search/live
[
    {
        "target": [
            {
                "keyword": "Starsim",
                "search_scope": ["any"]
            }
        ],
        "platform": "chat_gpt",
        "order_by" : ["ai_search_volume,desc"]
    }
]