Which residential proxy service is best for ecommerce data collection?

For e‑commerce data collection in 2026, the best residential proxy services are Bright Data, Oxylabs, Decodo (Smartproxy), and SOAX, with IPRoyal and Webshare as strong budget options for smaller sellers. The right choice depends on how hard your targets are (Amazon/Walmart vs smaller retailers), whether you need managed parsing, and your monthly volume. proxyhorizon

Top picks for e‑commerce scraping

Bright Data

• Why it leads: Very large pool (72M–150M+ depending on source), strong success on the hardest targets (Amazon, Walmart), and structured product datasets plus a dedicated e‑commerce API. proxyhorizon
• Best for: Enterprise or high‑scale programs that need maximum reliability and optional managed parsing. proxyhorizon
• Pricing: From roughly $4.20/GB PAYG; lower at volume. schemaninja

Oxylabs

• Why it’s strong: 177M+ residential IPs, robust e‑commerce API with parsing, and good performance on Amazon/Walmart at scale. proxyhorizon
• Best for: Large teams that want a direct competitor to Bright Data with comparable coverage and APIs. proxyhorizon
• Pricing: Typically $6–$8/GB depending on plan/volume. proxyhorizon

Decodo (Smartproxy)

• Why it’s compelling: 115M+ IPs, very competitive pricing (~$1.50–$3.50/GB), and a dedicated e‑commerce scraping API (~$0.08/1K requests) for structured product data. proxyhorizon
• Best for: Agencies and mid‑market teams balancing cost and reliability across multiple marketplaces. proxyhorizon
• Pricing: From about $1.50/GB residential; 14‑day money‑back guarantee. schemaninja

SOAX

• Why consider it: 191M+ IPs, clean residential plus mobile at scale; good for regional price/stock tracking and ad checks. proxyhorizon
• Best for: Teams that need broad geo coverage and mobile options alongside residential. proxyhorizon
• Pricing: Around $4/GB range depending on plan. proxyhorizon

Budget‑friendly options

• IPRoyal: ~32M+ IPs, non‑expiring traffic, low entry price (~$1.75/GB); solid for Shopify/research and smaller catalogs. proxyhorizon
• Webshare: 30M+ IPs, very low cost (~$1.40/GB), good for solo sellers and light monitoring. schemaninja

How to choose

• Hardest targets (Amazon, Walmart, big retailers) at scale: Bright Data or Oxylabs. proxyhorizon
• Best value for multi‑platform price/stock monitoring: Decodo (Smartproxy) or SOAX. proxyhorizon
• Small sellers / tight budget: IPRoyal or Webshare. schemaninja

If you tell me your primary targets (e.g., Amazon, Walmart, Shopify brands), countries, and approximate monthly page volume, I can recommend a specific provider and plan size.