Best Proxies for Market Research Data Collection in 2026
By Elena Park · 2026-05-06 · 10 min read · Use Cases
Market research scraping needs breadth across geos, sources and formats. Here's how to budget the stack.
Mix of pool types
A real market research pipeline pulls Amazon (e-commerce API), Google SERPs (SERP API), news (residential), social (mobile or pre-collected dataset). One provider rarely covers all four well — budget for 2-3 vendors.
Best blends for 2026
Oxylabs (e-commerce + SERP) + Bright Data (datasets + LinkedIn) + SOAX (mobile for social) is the most-common enterprise stack.
For budget: Decodo residential (general) + Bright Data Web Unlocker (hard targets only).
For DIY: IPRoyal residential + custom scrapers for everything.
Geo diversity costs more than you think
Pricing for 200 countries with city-level targeting is meaningfully more than US-only. Bright Data and Oxylabs lead on geo coverage; SOAX is strong in EMEA/APAC; Decodo and IPRoyal focus on top markets.
Dataset purchase vs scraping
For LinkedIn, social profiles, and large-scale e-commerce catalogs, buying pre-collected datasets (Bright Data, Oxylabs Marketplace) is usually cheaper than maintaining scrapers. Compare per-record cost before building.
Compliance posture matters at this scale
Enterprise procurement will ask about IP sourcing and GDPR posture. Buy from providers with documented opt-in sourcing and an EU entity — Bright Data, Oxylabs, Decodo.
FAQ
Is buying a competitor's pricing dataset legal?
Public-price datasets generally yes. Personal-data datasets need a documented lawful basis under GDPR/CCPA.