• DATA
  • ANALYSIS
  • REPORTS
  • HUMAN

How to scrape Amazon product data with your AI

Connect Crawlbase to your AI client once. From there, you just point your agent to a URL and tell it what to find.

Ask AI about this page

Short answer

How can I scrape Amazon product data with my AI?

Your AI uses Crawlbase to visit Amazon URLs and pull specific data points like price or technical specs. You get structured information ready for analysis without manual data entry.

The results you get

Where your data lands

The AI handles the heavy lifting of navigating Amazon and organizing the raw web data.

DATA

Structured product details

The AI extracts specific values like price, rating, or dimensions. You get clean data instead of raw HTML.

ANALYSIS

Instant price comparisons

Once the data is pulled, your agent can immediately compare prices across different listings or competitors.

REPORTS

Ready-to-use lists

The AI organizes the scraped details into a format you can drop into a spreadsheet or a document.

HUMAN

Final decision making

The AI gathers the facts, but you decide which products are worth tracking or which price drops matter.

The workflow

What your AI does when the URL arrives.

The AI moves from raw web browsing to structured data extraction in a few steps.

  1. Fetch the page

    Your agent sends the Amazon URL to the scraper to bypass blocks and load the full product page.

    scrape_amazon

  2. Parse the content

    The AI takes the raw data and organizes it into a clean, readable format.

    scrape_json_format

  3. Extract specifics

    The agent looks through the parsed data to find the exact price, features, or reviews you asked for.

    scrape_json_format

  4. Deliver results

    The AI presents the final list of product details directly in your chat interface.

    scrape_json_format

Try it

Copy these to start.

Use these prompts to trigger the scraping process.

Starting points

Swap out the bracketed text for your actual Amazon links or specific product features.

Crawlbase Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_AcN0JE7lQv9RjbUnrxQnYlI9bigE4gxGmDTPSZBI/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Crawlbase capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "crawlbase-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_AcN0JE7lQv9RjbUnrxQnYlI9bigE4gxGmDTPSZBI/mcp"
    }
  }
}
Copy into chat04

  • Scrape the price and star rating from this Amazon product: [URL]

  • Get a list of all technical specifications from this listing: [URL]

  • Compare the price of this item [URL] with the price of this competitor: [URL]

  • Extract the customer review count and average rating for this product: [URL]

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Crawlbase once, then ask.

You only need to link your account once. Your credentials stay encrypted, and you can start scraping immediately.

Connect Crawlbase to your AI

FAQ

How this task behaves

  • 01

    Can the AI buy products on Amazon for me?

    No. The AI can only read and extract data from the pages. It cannot perform purchases or interact with your shopping cart.

  • 02

    Does the AI store my Amazon login info?

    No. The AI uses the scraper to view public product data. It does not need or use your personal Amazon account credentials.

  • 03

    Can I scrape data from my own Amazon seller account?

    No. This tool is designed to scrape public-facing product pages, not private seller dashboards or account settings.

  • 04

    Will the AI update the prices automatically every day?

    No. The AI only scrapes data when you specifically ask it to via a prompt. It does not run scheduled background tasks.

  • 05

    Can the AI download images from the product page?

    The AI can see the image URLs in the data, but it does not download or save image files to your local computer.

  • More questions about Crawlbase? The Connector page answers them. See everything the Crawlbase Connector can do

Connect Crawlbase to Claude, Cursor, ChatGPT & more