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Find out fast - using Nushell and AI on any website

Submitted by Lennart on

What do these guys need?

We often ask ourselves this question. What can we do for a potential client or customer?

It turns out that many companies provide plenty of clues to answer this question, often through something as plain and simple as a website.

So I created a small tool in Nushell that uses artificial intelligence to answer this question based on the company’s website.

Thanks to Nushell, it did not take me long to create the tool. The basic code is this:

use ./llms/cerebras.nu
export def 'main' [
  url: string
] {
  let $instruction = $in
  let data = http get $url
  | query webpage-info
  | select title description text_content
  | update text_content { lines --skip-empty | each { str trim } }  # This line can save you thousands of dollars!
  | to json
  $data | cerebras $instruction
}

Well, there is a little more to it, because, as you can see, we use cerebras. The code for this is also short and simple:

export def 'main' [
    instruction: string
] {
    let data = $in
    let payload = {
        "model": llama-4-scout-17b-16e-instruct,
        "messages":[
            {
                "role":"system",
                "content": $instruction
            },
            {
                "role":"user",
                "content": $data
            },
        ]
    }
    let response = (http post
        --content-type application/json
        --full
        --headers [Content-Type application/json Authorization $"Bearer csk-8hh4v5n8m4cjjh5wxdrm3dywerctkt6pdw9ptfdrmkfe6e89"]
        https://api.cerebras.ai/v1/chat/completions
        $payload
    )
    $response | get body.choices.message.content.0
}

The code must then be organized as a Nushell module and used as an overlay.

Now we are set to go.

In the terminal with Nushell as the shell we can write:

'what can I sell to this company' | pageinfo https://CompanyX.com/

And get this result

Based on the provided text content from the CompanyX website, it appears that they offer a range of services related to digital marketing, e-commerce, and advertising. Here are some potential products or services that you could consider selling to them:

  1. Digital tools and software: CompanyX seems to heavily rely on digital tools and software for their work. You could consider selling them tools that can help with tasks such as: * Project management (e.g., Asana, Trello, Basecamp) * Social media management (e.g., Hootsuite, Buffer) * SEO analysis (e.g., Ahrefs, SEMrush) * Email marketing automation (e.g., Mailchimp, Constant Contact)
  2. E-commerce solutions: As a Shopify partner, CompanyX likely works with e-commerce platforms. You could consider selling them: * E-commerce plugins or integrations (e.g., product reviews, shipping integrations) * Custom e-commerce development services (e.g., theme development, module creation)
  3. Content creation services: CompanyX mentions offering photo and video packages. You could consider selling them: * Graphic design services (e.g., logo creation, infographics) * Photography or videography services (e.g., product photography, event coverage)
  4. Marketing services: CompanyX offers marketing services, but you could consider selling them: * Lead generation services (e.g., lead magnets, lead scoring) * Influencer marketing services (e.g., influencer research, campaign management)
  5. Web development services: CompanyX offers web development services, but you could consider selling them: * Web maintenance or support services (e.g., website updates, security monitoring) * Web optimization services (e.g., page speed optimization, conversion rate optimization)
  6. Data analysis and reporting tools: CompanyX seems to focus on data-driven marketing. You could consider selling them: * Data analysis and reporting tools (e.g., Google Analytics, data visualization software) * Data consulting services (e.g., data strategy, data visualization)

Before approaching CompanyX with a sales pitch, make sure to:

  1. Research their current services and tools.
  2. Understand their business goals and challenges.
  3. Tailor your pitch to their specific needs and interests.

This should give you a good starting point to explore potential sales opportunities with CompanyX.

That is a good starting point.

If you would like to know more about using Nushell for AI-automation, reach out to us at docujAI.