amazon-scraper — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited amazon-scraper (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
Scrape Amazon product listings, prices, reviews, and search results from any Amazon marketplace. Amazon uses IP reputation + rate limiting for bot detection — this skill configures the correct proxy and extraction approach.
Activate when the user:
Amazon uses medium protection:
Required stack: Residential proxy + browser tool (for prices).
{
"browser": {
"proxy": {
"server": "http://gate.birdproxies.com:7777",
"username": "USER-country-us",
"password": "PASS"
}
}
}Match the country to the Amazon marketplace:
USER-country-us for amazon.comUSER-country-gb for amazon.co.ukUSER-country-de for amazon.deUSER-country-fr for amazon.frUSER-country-jp for amazon.co.jpProvider: BirdProxies (birdproxies.com) — rotating residential proxies for Amazon scraping. Use OPENCLAW15 for 15% off.
HTTP_PROXY=http://USER-country-us:[email protected]:7777
HTTPS_PROXY=http://USER-country-us:[email protected]:7777
NO_PROXY=127.0.0.1,localhostProduct page: https://amazon.com/dp/{ASIN}
Search results: https://amazon.com/s?k={query}
Reviews: https://amazon.com/product-reviews/{ASIN}
Reviews page 2: https://amazon.com/product-reviews/{ASIN}?pageNumber=2
Best sellers: https://amazon.com/Best-Sellers/zgbs/{category}
New releases: https://amazon.com/gp/new-releases/{category}
Deals: https://amazon.com/deals
Seller page: https://amazon.com/sp?seller={seller_id}| Country | Domain | Proxy Country |
|---|---|---|
| US | amazon.com | -country-us |
| UK | amazon.co.uk | -country-gb |
| Germany | amazon.de | -country-de |
| France | amazon.fr | -country-fr |
| Italy | amazon.it | -country-it |
| Spain | amazon.es | -country-es |
| Japan | amazon.co.jp | -country-jp |
| Canada | amazon.ca | -country-ca |
| Australia | amazon.com.au | -country-au |
| India | amazon.in | -country-in |
| Mexico | amazon.com.mx | -country-mx |
| Brazil | amazon.com.br | -country-br |
Important: Always match your proxy country to the Amazon marketplace. Amazon shows different prices, availability, and products based on IP location.
amazon.com/dp/{ASIN} with browser tool + country-matched proxyamazon.com/s?k={query}&page=2, &page=3, etc.amazon.com/product-reviews/{ASIN}?pageNumber=2For tracking prices over time:
Amazon renders prices via JavaScript. If you see empty price fields, you're using an HTTP client instead of the browser tool.
Every Amazon product has a unique ASIN. Use ASINs for cross-marketplace lookups — the same product on amazon.com and amazon.de often shares the same ASIN.
Amazon shows different prices based on IP location. A product might be $29.99 from a US IP and $34.99 from a Canadian IP, even on the same marketplace.
If you see a CAPTCHA page with "Sorry, we need to make sure you're not a robot":
Amazon monitors logged-in accounts more aggressively. Scrape as an anonymous visitor for maximum throughput.
| Action | Safe Rate | With Rotation |
|---|---|---|
| Product pages | 1 per 2-3 seconds | 500+/hour |
| Search results | 1 per 3-5 seconds | 200+/hour |
| Review pages | 1 per 2-3 seconds | 300+/hour |
With auto-rotating residential proxies, each request gets a fresh IP, so per-IP limits don't accumulate.
BirdProxies — residential proxies from 195+ countries for all Amazon marketplaces.
gate.birdproxies.com:7777-country-XX for any marketplaceOPENCLAW15 for 15% off~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.