Is your Amazon scraper constantly getting blocked with CAPTCHAs and “access denied” errors? You’re not alone. Amazon’s advanced bot detection makes data collection tough, leading to frequent blocks and low success rates.
Without the right tools, scraping Amazon at scale is nearly impossible. Thankfully, residential proxies help bypass restrictions and provide higher success rates.
How We Tested These Providers
Here’s a simple testing methodology to evaluate each provider:
- Technology: httpx library for HTTP requests
- Rate: 1 request/second
- Volume: ~1000 requests per target
- Location: US residential IPs
- Configuration: New session per request
- Headers: Randomized via a third-party library
Why You Need Residential Proxies for Scraping Amazon
Residential proxies are IP addresses from real home devices and mobile phones. They’re valuable for Amazon web scraping because:
- They appear as genuine user traffic, making them harder to detect than datacenter IPs
- They help bypass Amazon’s anti-scraping measures through:
- IP rotation to avoid bans and rate limits
- Access to region-specific data (prices, availability) from different locations
- Traffic patterns that better resemble real user behavior
Now, let’s explore the best residential proxy providers for scraping Amazon.
Best Residential Proxies for Scraping Amazon in 2025
Based on our testing (see chart below), here are the top residential proxy providers for scraping Amazon, ranked by their average success rates:
1. Massive
Massive offers a high-performance residential proxy network with 1M+ ethically sourced IPs in 195+ countries. With precise targeting, unlimited concurrency, and a pay-per-success model, it ensures seamless Amazon scraping. Massive stands out for its transparency in the residential proxy market, and being open about its SDK-based IP sourcing model.
Key Features:
- Available in 195+ countries
- Starts at $4.49/GB – pay only for successful requests
- Fast & reliable – 0.8s response time, 99.9% uptime
- Flexible rotation – per request or set intervals (1-60 mins)
- Advanced targeting – country, state, city, ZIP code, or ASN
- Unlimited connections & ports
- GDPR & CCPA compliant
- 2 GB free trial for companies
- Support – via email, tickets, and Slack/Skype
2. NetNut
NetNut provides 85M+ residential and ISP proxies across 195+ countries, with 99% uptime and low fail rates. For US locations, it uses ISP proxies for optimal performance.
Key Features:
- Available in 195+ countries
- Supports HTTP(S) & SOCKS5 protocols
- Auto-rotating IPs – per request or session-based
- Flexible geo-targeting – country, city, ASN
- Residential & ISP proxy mix for optimal performance
- 99% uptime with low failure rates
- Pricing: Starts at $99 for 14 GB ($7.07/GB)
- Free trial – 7-day trial for companies
- 24/7 support – via email, live chat, and Skype (dedicated account manager for larger plans)
3. Oxylabs
Oxylabs manages 100M+ residential IPs covering nearly all countries and cities. While powerful, it may not be the best option for beginners due to its higher pricing.
Key Features:
- Available worldwide
- Supports HTTP(S) & SOCKS5 protocols
- Advanced geo-targeting – country, state, city, ZIP, ASN, coordinates
- Auto-rotation – per request or up to 30-minute sticky sessions
- 99.9% uptime
- Pricing: Starts at $8 per GB
- Free trial: 7-day trial for businesses, 3-day refund for individuals, pay-as-you-go available
- 24/7 support – live chat & dedicated account manager
4. Rayobyte
Rayobyte is best known for its datacenter proxies but also offers residential proxies covering 150+ countries with city-level filtering. It provides a pay-as-you-go option, though it lacks SOCKS5 support, has slower speeds, and offers inflexible rotation settings—IPs rotate per request or remain active until unavailable, with no custom intervals.
Key Features:
- Available in 150+ countries
- Supports HTTP(S) protocols (SOCKS5 not confirmed)
- Rotation: Per request or until unavailable (no custom intervals)
- 24/7 support – via email, ticketing, and live chat
- Pricing: Starting at $3.34/GB ($50/month for 15GB)
5. Smartproxy
Smartproxy manages 55M+ residential IPs across 195 countries, offering good value with city-level targeting, though lacking carrier/ASN targeting options.
Key Features:
- Available in 190+ countries
- Supports HTTP(S) & SOCKS5 protocols
- Flexible rotation – per request or 1, 10, or 30-minute sticky sessions
- Geo-targeting – country, state, city, ZIP code
- 99% uptime for reliable connections
- Pricing: Starts at $7 per GB (pay-as-you-go available)
- Free trial available
- 24/7 customer support
6. SOAX
SOAX provides 155 million residential proxies with flexible rotation settings—per request, custom duration, or until the IP becomes unavailable. It offers detailed geo-targeting (country, city, and ASN) without extra charges.
Key Features:
- Available worldwide
- Supports HTTP(S) & SOCKS5 (with UDP/QUIC) protocols
- Advanced geo-targeting – country, city, ASN
- Customizable rotation – per request or set session duration
- 24/7 support – live chat, tickets, & dedicated success manager
- Pricing: Starts at $99 for 15 GB ($6.6/GB)
- Trial: Three-day 100MB test for $1.99 (no hidden fees)
Final Thoughts
To bypass Amazon’s anti-bot restrictions and access data effectively, residential proxies are essential. Massive stands out for Amazon data collection, offering reliable access to geo-restricted content through dynamic IP rotation and natural traffic patterns, resulting in high success rates and low detection risks.
