• DATA
  • ALERTS
  • LOGS
  • HUMAN

How to track competitor prices with your AI

Connect Diffbot to your agent to turn retail URLs into structured data. Once connected, your AI handles the scraping and monitoring for you.

Ask AI about this page

Short answer

How can I track competitor prices using AI?

Your AI uses Diffbot to scrape product prices and brand details directly from retail websites. It converts web pages into clean data you can use to monitor market shifts. You'll see exactly how your pricing compares to others.

Where the data lands.

The results of your monitoring.

The AI processes web data and routes the findings to your preferred destination.

DATA

Structured product feeds

The AI pulls prices and brand names into a clean format. You get organized lists instead of raw HTML.

ALERTS

Price change notifications

Your agent identifies when a competitor drops a price. It flags these changes so you can react.

LOGS

Historical price tracking

The AI saves snapshots of product details over time. This builds a timeline of how brands adjust costs.

HUMAN

Strategic price decisions

The AI provides the data, but you decide how to change your own prices. You review the findings to make the final call.

The workflow

What your AI does when the URL arrives.

The AI moves from raw web scraping to structured intelligence through a few specific steps.

  1. Scrape product details

    The agent visits the target retail site and pulls specific product information like price and brand name.

    extract_product

  2. Fetch custom data

    If the standard product data isn't enough, the AI pulls additional info from specific API endpoints.

    extract_custom_api

  3. Compare values

    The AI looks at the new data against your existing price list to find discrepancies.

    extract_product

  4. Format for export

    The agent organizes the final price points into a format ready for your spreadsheets or databases.

    extract_custom_api

Try it

Copy these to start.

Use these prompts to kick off your monitoring task.

Starting points

Replace the bracketed text with your specific retail links or product names.

Diffbot Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_FiT28RroNiKkMcafLWUuAoeV2pbdaAk9JBpgecYE/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 — Diffbot capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "diffbot-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_FiT28RroNiKkMcafLWUuAoeV2pbdaAk9JBpgecYE/mcp"
    }
  }
}
Copy into chat04

  • Extract the price and brand name from this product page: [URL]

  • Monitor this list of URLs and tell me if any prices change: [URL list]

  • Compare the price of the item at [URL] to my current price in this sheet

  • Pull all product details from this competitor's category page: [URL]

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

Start here

Connect Diffbot once, then ask.

Just link your account once. Your credentials stay encrypted, and you can immediately start asking your agent to scrape sites.

Connect Diffbot to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change prices on the competitor's website?

    No. The AI can only read and extract data from the websites you provide.

  • 02

    Does the AI automatically update my Shopify store?

    No. The AI extracts the data and presents it to you; you must perform the actual price updates yourself.

  • 03

    Can it scrape sites that require a login?

    The AI's ability to access protected pages depends on the specific site's structure and the tools used.

  • 04

    How often can it check for price changes?

    The frequency depends on how often you trigger the prompt or set up your monitoring workflow.

  • 05

    Will it work on any website?

    It works on most retail sites, but some highly complex or heavily protected sites may resist automated extraction.

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

Connect Diffbot to Claude, Cursor, ChatGPT & more