How to Scrape Amazon Prices with Python (Bypass Captcha)

Getting a 503 Service Unavailable? That's Amazon knowing you are a bot.

The Strategy

1. User-Agent Rotation: Never use the default requests header.
2. Residential Proxies: Datacenter IPs (AWS/DigitalOcean) are blacklisted instantly.
3. TLS Fingerprinting: Amazon checks your SSL handshake.

The Code Snippet

import requests
from fake_useragent import UserAgent

ua = UserAgent()
headers = {
    'User-Agent': ua.random,
    'Accept-Language': 'en-US,en;q=0.9',
}

url = "https://amazon.ae/dp/B08N5XSG8Z"
response = requests.get(url, headers=headers)
print(response.status_code)

The Alternative

Don't want to maintain proxies? Use API Verse to find pre-built scraper APIs that handle the rotation for you.

Find Scraper APIs