Product Hunt Leaderboard Scraper
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Product Hunt Leaderboard Scraper

A Product Hunt Scraper allows you to extract product details, upvotes, comments, and launch trends from Product Hunt. Discover what data you can collect, how it works, and the legal aspects.

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What is a Product Hunt Leaderboard Scraper?

A Product Hunt Scraper is a tool designed to extract valuable insights from Product Hunt. It helps automate the collection of product details, descriptions, upvotes, categories, and images, giving users an efficient way to analyze trending products and competitors.

What Data Can Be Scraped Using Product Hunt Leaderboard Scraper?

  • Product Name – Get the exact name of a listed product.
  • Description – Capture short descriptions and taglines.
  • Product Link – Direct URL to the product’s page on Product Hunt.
  • Category – Identify the product’s niche or market segment.
  • Visual (Image URL) – Extract the product’s thumbnail or featured image.
  • Launch Date – Track when a product was launched.
  • Upvotes & Comments – Monitor engagement metrics.

How It Works?

Getting started with Product Hunt Leaderboard Scraper on MrScraper is simple and user-friendly. Just follow these steps:

  1. Create Your Account: Sign up or log in to your account on MrScraper. It’s quick, easy, and free to get started.

  2. Initiate Scraping: Select “New ScrapeGPT” on the homepage and paste the Product Hunt Leaderboard URL of the page you wish to scrape.

  3. Process the Page: Let ScrapeGPT process the selected page. The tool will analyze the page to identify and extract relevant data.

  4. Enter a Prompt: Type in your prompt, such as “Get all the data”, and ScrapeGPT will handle the rest seamlessly.

  5. Download Your Data: Once the scraping is complete, download the data in your preferred format—JSON or CSV—for easy analysis and integration into your workflow.

Input Url

https://www.producthunt.com/leaderboard/daily/2025/2/7

Sample Output

The data extracted can be provided in JSON and CSV formats, ensuring compatibility with your workflow. For example:

Sample Output (JSON)

[
    {
        "product_name": "Muse",
        "description": "Sites & eCom so easy, Grandma can do. Bento meets Gumroad.",
        "link": "https://www.producthunt.com/posts/muse-671b9a54-37a6-4e7a-b8db-a57374beb543",
        "category": "Sites & eCom",
        "visual": "https://ph-files.imgix.net/3ae77b7e-cb8b-4218-9d10-cb021579926b.png?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop&frame=1"
    },
    {
        "product_name": "Lovable Launched",
        "description": "Launch and discover new Lovable apps by Lovable.",
        "link": "https://www.producthunt.com/posts/lovable-launched",
        "category": "Apps",
        "visual": "https://ph-files.imgix.net/9e98593b-4dc9-4d9e-afb9-0b339e3243c8.jpeg?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop&frame=1"
    },
    {
        "product_name": "Le Chat",
        "description": "Your AI assistant for life and work.",
        "link": "https://www.producthunt.com/posts/le-chat-2",
        "category": "AI",
        "visual": "https://ph-files.imgix.net/80e67eca-d379-457f-8070-5988a7aeddf8.png?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop&frame=1"
    },
    {
        "product_name": "Movestax",
        "description": "The serverless cloud platform for modern builders.",
        "link": "https://www.producthunt.com/posts/movestax-2",
        "category": "Cloud Platform",
        "visual": "https://ph-files.imgix.net/a9536860-3cd2-4b12-80ce-5b69d497f478.x-icon?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop&frame=1"
    },
    {
        "product_name": "ChatGPT Minimap",
        "description": "Get a minimap overview in every ChatGPT conversation.",
        "link": "https://www.producthunt.com/posts/chatgpt-minimap",
        "category": "AI",
        "visual": "https://ph-files.imgix.net/dc1f9a88-c428-48f0-bc9f-b278ee1a62a5.png?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop&frame=1"
    },
    {
        "product_name": "Intercom for Startups",
        "description": "Advanced AI-powered features at a 90% discount.",
        "link": "https://www.producthunt.com/sponsor",
        "category": "Promoted",
        "visual": "https://ph-files.imgix.net/dfe201ac-ea72-4503-9c74-9b3af07718a8.png?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=max&frame=1"
    },
    {
        "product_name": "Hawkeye",
        "description": "Your online shield from predators, one report at a time.",
        "link": "https://www.producthunt.com/posts/hawkeye-f1ad9d91-c50a-4160-ae56-388e16c69e1a",
        "category": "Security",
        "visual": "https://ph-files.imgix.net/d57b8433-74e5-4aba-9534-785a9d21be1f.png?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop&frame=1"
    },
    {
        "product_name": "Telemetry Harbor",
        "description": "Collect, analyze, and visualize IoT data with ease.",
        "link": "https://www.producthunt.com/posts/telemetry-harbor",
        "category": "IoT",
        "visual": "https://ph-files.imgix.net/c3dde55f-331f-4ddd-8d06-3fc426c67d52.png?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop&frame=1"
    }
]

Sample Output (CSV)

Visual Product Name Description Category Link
Muse Muse Sites & eCom so easy, Grandma can do. Bento meets Gumroad. Sites & eCom View Product
Lovable Launched Lovable Launched Launch and discover new Lovable apps by Lovable. Apps View Product
Le Chat Le Chat Your AI assistant for life and work. AI View Product
Movestax Movestax The serverless cloud platform for modern builders. Cloud Platform View Product
ChatGPT Minimap ChatGPT Minimap Get a minimap overview in every ChatGPT conversation. AI View Product
Intercom for Startups Intercom for Startups Advanced AI-powered features at a 90% discount. Promoted View Product
Hawkeye Hawkeye Your online shield from predators, one report at a time. Security View Product
Telemetry Harbor Telemetry Harbor Collect, analyze, and visualize IoT data with ease. IoT View Product

Is Scraping Product Hunt Legal?

Scraping Product Hunt falls under web scraping ethics and legal considerations. While Product Hunt does not offer a public API for deep data extraction, scraping publicly available information is generally acceptable. However, it's essential to follow robots.txt rules, avoid excessive requests, and respect Product Hunt’s terms of service.

FAQ

1. Why should I use a Product Hunt Scraper?

A Product Hunt Scraper saves time by automating data collection for research, competitor analysis, and trend tracking.

2. Can I scrape upvotes and reviews?

Yes, scraping upvotes and reviews is possible, but Product Hunt may have protections in place. Using rotating proxies can help prevent blocks.

3. Does MrScraper support scraping Product Hunt?

Yes! MrScraper provides a robust solution for scraping Product Hunt while handling challenges like CAPTCHAs and IP blocks with Auto-Rotate Residential Proxy.

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