Scrape listings, pricing and Buy Box data reliably.
Residential IPs keep Amazon crawlers unblocked for price tracking, review analysis and Buy Box monitoring across marketplaces and locales.
Why this needs proxies
Sites vary what they return based on where the request appears to come from, and they rate-limit or block addresses that ask too often. Both problems have the same fix: exit from real consumer IPs in the right places, and spread the load so no single address looks unusual. That is the whole job a proxy does here.
The reason residential IPs succeed where datacenter ones fail is classification by ASN. Hosting networks can be challenged wholesale with a single rule; consumer ISP networks cannot, because doing so would block real customers.
Recommended products
| Product | Price |
|---|---|
| Budget Residential | $1.75/GB |
| Premium Residential | $2.75/GB |
Start with the cheapest option your target tolerates and move up only when it blocks you. Concurrent sessions are unlimited on every plan and country targeting is included in the price. Full tiers are on our pricing page.
How this works in practice
- Pick the cheapest product that works. Test the target on rotating datacenter first; move to residential only when you are actually refused.
- Choose the exit country deliberately. The data you get back is the data that country sees, so record which exit produced every record.
- Decide rotation vs sticky. Per-request rotation suits stateless collection; anything with a login or a multi-step flow needs one IP held for the whole session.
- Pace against the target, not your budget. Back off on 429 responses instead of rotating past them, and randomise intervals rather than hitting on the hour.
Common mistakes
- Rotating inside a session. The single most common cause of empty results and flagged accounts.
- Mismatched signals. An exit in one country with an Accept-Language header for another creates a visitor that does not exist, and some sites respond to the contradiction.
- Paying for residential too early. Plenty of targets never check, and the gap between $1.00/GB and $2.75/GB is substantial at volume.
- Not recording the exit. Data without its point of observation cannot be compared across markets.
Sizing your bandwidth
Work from page weight rather than guesswork. A page averaging 250 KB across 100,000 requests is roughly 25 GB. JSON APIs are far lighter, often a few kilobytes per call, while anything rendered in a headless browser pulls images and scripts too and can be several times heavier. Start at 1 GB, measure your actual average, then buy the package that matches.
Getting set up
Every product speaks HTTP(S) and SOCKS5, so this is a one-line change in most stacks. Credentials are assembled from a variable below rather than pasted inline, because a literal user:pass@host string in page copy can be rewritten by email-obfuscation filters.
import requests
endpoint = "geo.spyderproxy.com:12321"
creds = "USERNAME:PASSWORD"
proxy = f"http://{creds}@{endpoint}"
r = requests.get(
"https://example.com",
proxies={"http": proxy, "https": proxy},
timeout=30,
)
print(r.status_code)Confirm your exit is landing where you expect with the IP lookup tool before starting a long run. Bandwidth products begin at 1 GB, so you can validate for under $2.
Frequently Asked Questions
Why does Amazon block my scraper?
Amazon fingerprints IP reputation, request rate, header order and TLS characteristics together. Datacenter IPs fail the first check almost immediately. Residential IPs plus realistic headers and human-ish pacing get you a durable success rate.
Which proxy type works best on Amazon?
Budget Residential at $1.75/GB is enough for listing and price data at volume. Use Premium Residential when you need a specific marketplace locale or sticky sessions to hold a cart or a logged-in view for Buy Box tracking.
Can I scrape Amazon reviews?
Yes, review pages are public. They paginate heavily, so budget bandwidth accordingly and use sticky sessions to keep pagination coherent within a product. Our Python guide to scraping Amazon reviews has working code.
How do I track the Buy Box?
The Buy Box winner varies by locale and sometimes by session, so poll from residential IPs in each marketplace country rather than inferring from one. Sticky sessions make consecutive checks comparable.
Will Amazon ban my account?
Scraping public pages while logged out does not touch your account. If your workflow requires a logged-in session, give that account its own dedicated sticky IP and never rotate mid-session - that is what links accounts together.