How to Scrape Amazon Product Data
Amazon product pages render dynamically and include compatibility layers that block most simple scrapers. Extracting prices, ratings, and availability requires a reliable browser-rendering pipeline that handles these compatibility requirements automatically.
Step-by-Step Guide
Get your AlterLab API key
Sign up at alterlab.io and copy your API key from the dashboard. No credit card required to start.
Send the product URL to the API
POST the Amazon product URL to the /api/v1/scrape endpoint. AlterLab handles browser rendering and data extraction automatically.
Parse the returned HTML
Use a library like BeautifulSoup (Python) or Cheerio (Node.js) to parse the clean HTML response. Target CSS selectors for price, title, and rating elements.
Store and schedule recurring requests
Save the extracted data to your database and schedule repeat requests to track price changes over time.
Code Example
import requests
API_KEY = "YOUR_API_KEY"
response = requests.post(
"https://alterlab.io/api/v1/scrape",
headers={"X-API-Key": API_KEY, "Content-Type": "application/json"},
json={
"url": "https://www.amazon.com/dp/B09G3HRMVB",
"render_js": True,
},
)
html = response.json()["html"]
print(f"Status: {response.json()['status_code']}")Replace YOUR_API_KEY with your key from the dashboard. No credit card required.
Ready to try it?
Run this tutorial on live websites with AlterLab's API. Start free — no credit card required.
Frequently Asked Questions
Responsible Use
AlterLab is designed for extracting publicly available data. Always review the terms of service for any website you access, respect robots.txt directives, and ensure your use case complies with applicable laws in your jurisdiction.
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