Best proxies for scraping e-commerce price intelligence in 2026
Best proxies for scraping e-commerce price intelligence in 2026
Price intelligence is one of the highest-value scraping use cases, and also one of the most technically demanding. Retailers like Amazon, Shopee, Lazada, and Shein invest heavily in bot detection, and they update their defenses constantly. If you’re running a repricing tool, feeding a competitor monitoring dashboard, or doing market analysis for a brand, the proxy layer is often the thing that makes or breaks your pipeline.
I’ve been running scraping infrastructure in Southeast Asia and globally for several years, and this list reflects what I’ve learned through actual production use. I’m not recommending anything I haven’t tested or researched in depth. The picks here are specifically evaluated for e-commerce price scraping workloads, which have different requirements than, say, SERP scraping or ad verification. E-commerce targets tend to fingerprint harder, rate-limit more aggressively, and often require session persistence across multiple pages per product.
This guide is for operators: people running scrapers at meaningful scale, whether that’s a few thousand requests a day or a few million. If you’re doing a one-off price check, you probably don’t need a proxy service at all. If you’re building a production price intelligence feed, read on.
how I picked
- success rate on tier-1 e-commerce targets. Amazon, Shopee, and Lazada are the benchmarks I care about. A proxy that works fine on low-defense sites but fails on Amazon is useless for this use case.
- IP pool composition. Residential and ISP proxies vastly outperform datacenter proxies on e-commerce. I factored in pool size, geographic coverage (especially Asia-Pacific), and the ratio of fresh to burned IPs.
- session control. Price scraping often requires holding the same IP across several pages per product. Sticky sessions and their duration limits matter a lot.
- cost per GB at realistic volumes. I looked at pricing at the 50-100 GB/month tier, not just the entry tier. Services that look cheap at 1 GB often become expensive at scale.
- reliability and uptime. Proxy downtime during a scheduled scrape run is genuinely painful. I checked uptime track records and what the SLA language actually says.
- API and integration quality. Endpoint formats, authentication, rotation controls, and how well the service integrates with tools like Scrapy, Playwright, and Puppeteer.
the picks
Bright Data
Bright Data is the largest residential proxy network in the world by IP count, and for e-commerce price intelligence it’s the default serious choice. Their residential pool sits above 72 million IPs across 195 countries, with strong Asia-Pacific coverage, which matters if you’re scraping Shopee or Tokopedia. The platform gives you granular control over session length, country, city, and ASN targeting, which is useful when certain SKUs are priced differently by region.
What I value most for price scraping is the Web Unlocker product, which sits on top of the residential network and handles JavaScript rendering, CAPTCHA solving, and automatic retry on block. It adds cost but it meaningfully simplifies pipeline architecture. The downside is exactly that cost: residential bandwidth runs around $15-25/GB depending on your plan tier, and Web Unlocker is billed per success, adding another layer. At 100+ GB/month you can negotiate, but the entry cost is high. If you’re early-stage, this might not be where you start.
pros: - largest and most diverse residential IP pool available - Asia-Pacific coverage is genuinely strong, good for regional e-commerce - Web Unlocker handles anti-bot complexity so you don’t have to
cons: - one of the more expensive options per GB - pricing model complexity can make forecasting costs annoying
pricing: residential from ~$15/GB; Web Unlocker billed per success (variable). See Bright Data pricing.
Read our full Bright Data review.
Oxylabs
Oxylabs is the other enterprise-tier name that belongs on every serious shortlist. Their residential network covers 100+ million IPs, and their ISP proxy product (static residential IPs from real ISPs) is particularly well-suited to e-commerce targets that track IP reputation over time. For Amazon specifically, ISP proxies give you a much better long-term success rate than rotating residential IPs, because you’re not cycling through addresses that may have already been flagged.
The self-service dashboard is clean, and the documentation is among the best I’ve used. Session control for their residential proxies supports sticky sessions up to 30 minutes, which is enough for most product page crawl patterns. Oxylabs also publishes a genuinely useful web scraping guide that’s worth reading if you’re newer to the space, though I’d note their content is naturally angled toward their own products. Pricing is competitive at the enterprise tier: residential runs around $15/GB, and ISP proxies are priced higher but the success rate improvement often justifies it.
pros: - ISP proxy product is excellent for long-running Amazon and Shopee jobs - large, well-maintained IP pool - clear documentation and solid API
cons: - minimum commitment requirements for better pricing can be a barrier at low volumes - ISP proxies cost more per GB than rotating residential
pricing: residential ~$15/GB; ISP proxies higher. Commit-based pricing available.
Smartproxy
Smartproxy is the pick I recommend most often to operators who want serious residential proxy quality without the enterprise price tag. Their residential network covers 55+ million IPs, and for e-commerce use cases in North America and Europe, success rates are comparable to Bright Data at roughly half the per-GB cost. At the $8.50-14/GB range depending on volume, Smartproxy is one of the better value options in this tier.
The X Browser and Scraping API products exist, but the core residential rotating proxy is what I’d use for price intelligence. Session control is good, supporting sticky sessions up to 10 or 30 minutes. Asia-Pacific coverage is present but thinner than Bright Data or Oxylabs, so if your primary targets are Tokopedia, Shopee ID, or Thai e-commerce, factor that in. For global retailer price monitoring (Amazon, Walmart, Target), Smartproxy handles it well. The dashboard is user-friendly, and they don’t require large commitments to access decent pricing.
pros: - strong value per GB at the $8.50-14 tier - easy to set up, clean dashboard - solid for North American and European e-commerce targets
cons: - Asia-Pacific IP coverage is thinner than top-tier alternatives - sticky session max (30 min) occasionally falls short for deep crawl sessions
pricing: residential from ~$8.50/GB; cheaper per-GB at higher volume tiers.
Read our full Smartproxy review.
NetNut
NetNut takes a different technical approach: instead of peer-to-peer residential IPs (the kind sourced through SDK partnerships with app developers), they route traffic through ISP infrastructure directly. This means their IPs are static, clean, and don’t carry the reputational risk that comes with P2P residential pools where you’re sharing space with whatever other customers are doing on the same IP. For e-commerce price scraping where IP reputation compounds over time, this is a meaningful structural advantage.
The trade-off is geographic footprint. NetNut’s network is smaller and concentrated in certain markets, so if you need deep coverage in Southeast Asia or Latin America, you’ll feel the gaps. For US and European e-commerce targets, the ISP-direct approach works well and I’ve seen cleaner long-tail success rates on Amazon than I’ve gotten from pure rotating residential. Pricing is in the $15/GB range for residential. The platform is functional if not particularly polished.
pros: - ISP-direct IPs avoid P2P reputational risk - good for long-running jobs where IP reputation stability matters - clean success rates on US e-commerce targets
cons: - smaller network, weaker in Asia-Pacific and Latin America - platform UI is functional but not modern
pricing: residential ~$15/GB. Volume pricing available on request.
SOAX
SOAX positions itself as a mid-market residential proxy provider with strong filtering options. What stands out is the granularity of their targeting: you can filter by country, region, city, ISP, and connection type, which gives you useful control for price-testing regional availability and localized pricing on e-commerce platforms. This matters more than people realize. Pricing on Shopee, for example, can vary by city for certain categories, and being able to target a specific Indonesian city ISP is actually useful.
The rotating residential pool covers 8.5+ million IPs, which is smaller than the top-tier names, but SOAX’s filtering and freshness management have been solid in my experience. Sticky sessions run up to 30 minutes. Pricing sits around $9-15/GB depending on plan, making it competitive with Smartproxy. The one thing to watch: smaller pools mean a higher chance of hitting already-flagged IPs on very high-volume runs. Throttle your concurrency accordingly.
pros: - excellent geographic and ISP-level targeting granularity - good for regional pricing tests on Southeast Asian platforms - competitive pricing at mid-volume
cons: - smaller pool means higher IP reuse at high concurrency - not as well-known, so community support and third-party integrations are thinner
pricing: residential from ~$9/GB.
IPRoyal
IPRoyal is the budget-tier option I include because “cheap” isn’t always a dealbreaker, depending on your use case. Their residential proxies start around $7/GB, and for e-commerce targets with moderate anti-bot defenses, the success rate is acceptable. If you’re monitoring smaller regional retailers, direct-to-brand e-commerce sites, or anything that doesn’t run Akamai or PerimeterX at full intensity, IPRoyal can work fine at a cost that’s meaningfully lower than the alternatives.
Where IPRoyal falls down is on Amazon, Shopee, and other tier-1 targets with aggressive bot detection. The pool is smaller (2 million+ residential IPs), IP quality is more variable, and the blocking rate on heavily defended targets is noticeably higher. I’d use IPRoyal for secondary targets, backfill coverage, or cost-reduction in a multi-provider setup where you route easier targets through cheaper IPs and reserve premium residential for the hard ones. That kind of tiered routing is a legitimate infrastructure strategy if your volumes justify it.
pros: - lowest per-GB cost of any residential option on this list - pay-as-you-go with no minimum commitment - good enough for lower-defense e-commerce targets
cons: - meaningfully lower success rate on Amazon and tier-1 e-commerce - smaller pool with more IP reuse
pricing: residential from ~$7/GB. No minimum commitment.
Rayobyte
Rayobyte (formerly Blazing SEO) is the datacenter proxy option on this list, and I’m including it with a clear caveat: datacenter IPs are not the right choice for Amazon, Shopee, or any target running serious bot detection. Cloudflare’s bot detection documentation and the wider bot management industry have made datacenter IP fingerprinting table stakes. If the target uses Cloudflare, Akamai Bot Manager, or similar, datacenter proxies will have a high failure rate.
Where Rayobyte is genuinely useful for price intelligence: targets that are less aggressively defended but have rate limits you need to distribute across multiple IPs. Some direct-to-brand e-commerce sites, wholesale platforms, and industry-specific marketplaces fall into this category. Rayobyte’s datacenter network is reliable and cheap, running around $1.40-2/IP per month for dedicated datacenter proxies. If you’re doing a hybrid setup where you use residential proxies for the hard targets and datacenter for the easy ones, Rayobyte is a cost-effective choice for the latter. Their ISP proxy product is also worth considering as an intermediate option.
pros: - very low cost per IP for datacenter proxies - reliable network with decent uptime - useful for lower-defense targets in a tiered proxy strategy
cons: - datacenter IPs fail on Amazon and serious anti-bot targets - not the right primary choice for e-commerce price intelligence on tier-1 platforms
pricing: dedicated datacenter from ~$1.40/IP/month; ISP proxies also available.
comparison table
| Provider | Price (residential) | Primary strength | Primary weakness |
|---|---|---|---|
| Bright Data | ~$15-25/GB | Largest pool, Web Unlocker | Highest cost, complex pricing |
| Oxylabs | ~$15/GB | ISP proxies, APAC coverage | Minimum commitments |
| Smartproxy | ~$8.50-14/GB | Value per GB, easy setup | Thinner APAC pool |
| NetNut | ~$15/GB | ISP-direct, IP reputation stability | Smaller network, limited APAC |
| SOAX | ~$9-15/GB | Granular targeting, regional filtering | Smaller pool, higher IP reuse at scale |
| IPRoyal | ~$7/GB | Lowest cost, no minimum | Low success on tier-1 targets |
| Rayobyte | ~$1.40/IP/mo (DC) | Cost for datacenter, hybrid strategy | Fails on serious anti-bot targets |
how to choose
The first question to answer is which targets you’re scraping. Amazon, Lazada, Shopee, and Zalando all run enterprise-grade bot detection. If your pipeline is hitting those platforms, you need residential or ISP proxies. Bright Data, Oxylabs, or NetNut are the correct tier. If you’re monitoring smaller regional retailers or direct-to-brand sites with lighter defenses, Smartproxy or SOAX will serve you well at meaningfully lower cost, and in some cases even IPRoyal will work for the easiest targets.
The second question is geography. I’m based in Singapore, and Southeast Asian e-commerce is a significant part of what I think about. Bright Data and Oxylabs have the deepest APAC coverage. SOAX’s granular ISP targeting is useful if you need to hit specific Indonesian or Vietnamese city-level pricing. Smartproxy’s APAC pool is thinner, which matters less if your primary targets are US or European retailers. Know where your targets are before you pick a provider.
Third, think about your request volume and whether you want session persistence. A price scraper that hits a single product page per URL doesn’t need long sticky sessions. A scraper that does product page, then seller page, then reviews, then variant selection across multiple page loads needs sessions that stay consistent for 5-10+ minutes. Most providers on this list support sticky sessions in that range, but it’s worth confirming against your specific crawl pattern. If you’re managing browser-level sessions for complex e-commerce flows, it’s also worth reading up on fingerprint consistency at antidetectreview.org/blog/, since proxy IP and browser fingerprint need to match to avoid triggering detection.
Finally, consider a tiered routing approach. Running everything through the most expensive residential proxies is often unnecessary. A smart architecture routes requests to targets by their estimated difficulty: cheap datacenter proxies for low-defense sites, mid-tier residential for medium-defense, and premium residential or ISP proxies for tier-1 targets. This can reduce your blended per-GB cost significantly without hurting your aggregate success rate. It requires more infrastructure work upfront, but at meaningful scale it’s worth it. The proxyscraping.org blog has more on architecting multi-provider scraping stacks if you want to go deeper on that topic.
verdict / top pick
For most operators running e-commerce price intelligence pipelines at production scale, Oxylabs is my top pick. The ISP proxy product is the best I’ve used for maintaining long-term success rates on Amazon, the documentation is excellent, and the pricing at volume is competitive. The residential pool is large enough that you won’t hit freshness issues even at aggressive concurrency.
If cost is a constraint and your targets are primarily North American or European retailers rather than APAC platforms, Smartproxy is the value call. The quality gap versus the enterprise-tier names is real but narrower than the price gap, and for many use cases it doesn’t matter in practice.
If you need to scrape Shopee, Lazada, or other Southeast Asian platforms at scale, step up to Bright Data for the APAC pool depth and Web Unlocker’s anti-bot handling. The cost is higher, but the alternative, which is spending engineering time fighting blocks, often costs more in practice.
Use IPRoyal or Rayobyte only in a tiered setup to reduce blended costs on your easier targets. Treating either as a primary provider for tier-1 e-commerce will result in poor success rates and pipeline headaches.
Understanding the robots.txt protocol and respecting crawl delays is also worth doing in parallel with your proxy setup, both for ethical reasons and because aggressive crawling behavior often triggers blocks independent of IP quality.
Written by Xavier Fok
disclosure: this article may contain affiliate links. if you buy through them we may earn a commission at no extra cost to you. verdicts are independent of payouts. last reviewed by Xavier Fok on 2026-05-19.