NumPy is the fundamental open-source library for scientific computing with Python, providing support for powerful N-dimensional arrays and a comprehensive suite of mathematical functions. It serves as the de-facto standard for array computing, offering high-performance vectorization, linear algebra routines, and random number generation optimized through C code. Widely adopted across data science, machine learning, and engineering sectors, NumPy acts as the foundational backend for numerous interoperable libraries including SciPy, Pandas, and TensorFlow.

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