Find the right data provider for your business

Bright Data

4.6/5

A large web data platform combining proxy networks, scraping infrastructure and ready-made datasets for enterprise data collection.

Oxylabs

4.5/5

An enterprise-focused web data platform providing proxy networks, scraper APIs and curated datasets with strong compliance positioning.

Apify

4.4/5

A developer-friendly web scraping and automation platform with a large marketplace of ready-made scrapers ('Actors').

Hugging Face Datasets

4.4/5

A large, developer-oriented hub of datasets built for training and evaluating machine learning and AI models.

Buy B2B Leads

Find and evaluate providers of business contact and company data for outbound sales prospecting.

Collect Ecommerce Data

Gather product catalog, pricing and review data from online retailers for market and assortment analysis.

Build AI Training Datasets

Source, license or collect data suitable for training or fine-tuning machine learning models.

Find Public Datasets

Locate free, existing datasets published by governments, institutions and open-data communities.

Get Geospatial Data

Source map, boundary, points-of-interest and mobility data for mapping and location intelligence products.

Scrape Public Web Data

Collect publicly available web data at scale using scraping APIs, proxies or managed web data platforms.

Bright Data

4.6/5

A large web data platform combining proxy networks, scraping infrastructure and ready-made datasets for enterprise data collection.

Oxylabs

4.5/5

An enterprise-focused web data platform providing proxy networks, scraper APIs and curated datasets with strong compliance positioning.

Apify

4.4/5

A developer-friendly web scraping and automation platform with a large marketplace of ready-made scrapers ('Actors').

Hugging Face Datasets

4.4/5

A large, developer-oriented hub of datasets built for training and evaluating machine learning and AI models.

Zyte

4.3/5

A web scraping API and extraction platform built on the team behind the Scrapy framework, focused on reliable structured data extraction.

People Data Labs

4.3/5

A developer-first data-as-a-service platform providing bulk person and company data via API for enrichment and matching at scale.

Clay

4.3/5

A go-to-market data orchestration tool that combines dozens of data providers into a single spreadsheet-like enrichment workflow.

Kaggle

4.3/5

A free, community-driven platform hosting a very large collection of public datasets, notebooks and machine learning competitions.

AI Training Datasets

Text, image, audio and structured datasets used to train and evaluate machine learning and AI models.

Ecommerce Data

Product catalog, pricing, availability and review data collected from online retailers.

Company Data

Firmographic and technographic data describing organizations — size, industry, funding and technology stack.

Real Estate Data

Property listing, pricing history and transaction data for market research and proptech applications.

Financial Data

Market prices, company fundamentals and economic indicators for investment research and risk modeling.

Geospatial Data

Maps, boundaries, points of interest and mobility data for location-based products and analysis.

Job Posting Data

Aggregated job listing data used to track hiring trends and labor market signals.

Public Datasets

Free, openly available datasets published by governments, institutions and open-data communities.

Bright Data

4.6/5

A large web data platform combining proxy networks, scraping infrastructure and ready-made datasets for enterprise data collection.

Oxylabs

4.5/5

An enterprise-focused web data platform providing proxy networks, scraper APIs and curated datasets with strong compliance positioning.

Apify

4.4/5

A developer-friendly web scraping and automation platform with a large marketplace of ready-made scrapers ('Actors').

Zyte

4.3/5

A web scraping API and extraction platform built on the team behind the Scrapy framework, focused on reliable structured data extraction.

Lusha

4.2/5

A B2B contact and company data platform used by sales teams to find verified business contact details and firmographic data.

Kaspr

4.0/5

A LinkedIn-focused contact enrichment tool that surfaces phone numbers and emails directly from LinkedIn profiles and Sales Navigator.

RocketReach

4.0/5

A large contact and company lookup database offering email, phone and social profile data for prospecting and recruiting.

People Data Labs

4.3/5

A developer-first data-as-a-service platform providing bulk person and company data via API for enrichment and matching at scale.

Kaggle

4.3/5

A free, community-driven platform hosting a very large collection of public datasets, notebooks and machine learning competitions.

Google Dataset Search

4.0/5

A free search engine specifically for datasets, indexing metadata from thousands of repositories, government portals and journals.

Data.gov

4.1/5

The U.S. federal government's open data portal, hosting datasets from agencies across health, climate, finance, transportation and more.

Hugging Face Datasets

4.4/5

A large, developer-oriented hub of datasets built for training and evaluating machine learning and AI models.

How to Evaluate Data Quality Before You Buy

A practical framework covering accuracy, completeness, freshness, and provenance, plus how to test a sample and monitor quality after purchase.

How to Choose a B2B Data Provider

How to compare B2B data providers by data accuracy, verification methodology, CRM integration, pricing model, and compliance before you commit.

Dataset Marketplace vs Scraping API: Which Should You Use?

A side-by-side comparison of buying ready-made datasets versus collecting data yourself with a scraping API, with a decision checklist for hybrid approaches.

What Is Public Web Data? A Practical Explainer

A clear, practical definition of public web data, how it differs from private or gated data, and how businesses collect and use it responsibly.

What Is Data Enrichment?

A clear explanation of data enrichment, how it's used for CRM and lead scoring, and how to evaluate single-source versus waterfall enrichment approaches.

How to Use Web Scraping for Market Intelligence

A practical guide to using web scraping for pricing, assortment, job posting, and review intelligence, including build-vs-buy decisions and dashboard design.

Bright Data vs Oxylabs

Bright Data and Oxylabs are the two largest web data platforms, both offering proxy networks, scraper APIs and dataset products. They are frequently shortlisted together by teams evaluating enterprise-grade web data infrastructure.

Bright Data vs Apify

Bright Data and Apify approach web data collection differently: Bright Data is an infrastructure-heavy platform spanning proxies, scraping and datasets, while Apify is a developer-first automation platform built around a marketplace of ready-made scrapers.

Oxylabs vs Apify

Oxylabs and Apify sit on different ends of the web data spectrum: Oxylabs is an enterprise-grade proxy and scraper API provider, while Apify is a flexible, developer-first automation platform built around ready-made scrapers.