PySB

PySB is an open-source Python framework designed for building mathematical models of biochemical systems. It provides a domain-specific programming language that abstracts complex biomolecular interactions into intuitive code, which is internally translated into BioNetGen or Kappa rules and differential equations. The platform facilitates model transparency, reuse, and analysis through interoperability with standard scientific libraries like NumPy and SciPy.

LLM mention score

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.

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How to get LLM mention data →

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