New: ChatGPT now sends real traffic to the websites it recommends. See why it matters →
Home › Leaderboard › Numpy.org

Numpy.org

Recommended by ChatGPT across 135 prompt topics people ask about
278
ESTIMATED
ChatGPT referrals / mo
Prompt topics
135
Monthly ChatGPT prompts
350K
Est. value / mo
$90
Avg rank
11.32
These aren't logged prompts (ChatGPT doesn't share those). They're the commercial topics people ask ChatGPT to recommend products for, sized from real search demand and verified by running each one through ChatGPT. How we estimate this.

Prompts where ChatGPT recommends Numpy.org

Each topic written the way a person would ask it. Estimated visits = this site's share of that prompt's demand.

What's the best Python plotting library? rank 5 4 /mo What are the best Python libraries for data analysis? rank 2 3 /mo What's the best Python plotting? rank 6 3 /mo What's the best vector library? rank 1 3 /mo What's the best Python machine learning library? rank 7 2 /mo What's the best vectorization software? rank 4 2 /mo What's the best lightweight anchor? rank 2 1 /mo What are the best Python machine learning libraries? rank 8 1 /mo Which Python packages are best for machine learning? rank 6 1 /mo What's the best NLP Python tool? rank 7 1 /mo What's the best optimization library for Python? rank 1 1 /mo What are the best parallel generators? rank 3 1 /mo What are the best Python ML libraries? rank 6 1 /mo What's the best Python SDK? rank 9 1 /mo What's the best Python statistics package? rank 1 1 /mo What are the best Python tools for data science? rank 2 1 /mo What's the best tool for data science? rank 7 1 /mo What are the best vector resources? rank 2 1 /mo What's the best AI for Pine Script? rank 17 0 /mo

Different ways people phrase this prompt. We merge them into one category, and the full ranking covers them all.

View full details for this prompt →
    View full details for this prompt →

    Proof: a real ChatGPT answer

    One of the 5 runs for What's the best way to learn Python for data science?, verbatim.

    ChatGPT:
    1. python.org
    2. numpy.org ← this site
    3. pandas.pydata.org
    4. scipy.org
    5. scikit-learn.org
    6. jupyter.org
    7. matplotlib.org
    8. seaborn.pydata.org

    Where Numpy.org ranks

    How often ChatGPT places this site at each position across its prompt topics.

    #10
    most common spot
    14%
    of the time in the top 3
    #1
    4
    #2
    10
    #3
    5
    #4
    3
    #5
    2
    #6
    7
    #7
    8
    #8
    4
    #9
    3
    #10
    11
    #11
    9
    #12
    11
    #13
    6
    #14
    5
    #15
    8
    #16
    8
    #17
    7
    #18
    9
    #19
    8
    #20
    7

    Who else ChatGPT recommends

    Sites that come up for the same prompts as Numpy.org, ranked by how many topics they share.

    github.com
    93 shared
    pandas.pydata.org
    86 shared
    scipy.org
    68 shared
    pypi.org
    63 shared
    scikit-learn.org
    62 shared
    stackoverflow.com
    57 shared
    tensorflow.org
    54 shared
    towardsdatascience.com
    52 shared
    jupyter.org
    51 shared
    pytorch.org
    48 shared
    anaconda.com
    47 shared
    matplotlib.org
    44 shared
    realpython.com
    44 shared
    python.org
    37 shared
    kaggle.com
    34 shared
    huggingface.co
    32 shared
    keras.io
    31 shared
    plotly.com
    30 shared
    r-project.org
    29 shared
    microsoft.com
    27 shared
    How is this estimated?

    ChatGPT doesn't publish prompt data. We measure real demand for each commercial topic from Google search volume, scale it to ChatGPT's user base (about 1 ChatGPT user for every 8 Google searchers), and run each topic through ChatGPT 5 times to record which sites it recommends and in what order. A click-through-by-rank curve splits each topic's demand across the recommended sites. Every figure is a modeled estimate, not measured analytics. Full methodology →