Bright Data

Bright Data operates one of the largest commercial infrastructures for collecting public web data. Originally built around its proxy business, the company now spans the full data-collection stack, from network access to ready-to-use datasets, and positions much of its offering around fueling AI and machine-learning pipelines.

What they provide

The platform pairs a large proxy network with automated tools that handle the hard parts of gathering public web pages at scale, such as unblocking, rendering, and structuring. Buyers can extract data on demand or purchase pre-collected datasets covering domains like e-commerce, business, and social web content, and can order custom datasets built to spec.

• Segment: Web-data collection infrastructure
• Proxies: Residential, ISP, datacenter, and mobile IPs
• Tools: Web Unlocker, SERP API, Scraping Browser, Web Scraper APIs
• Datasets: Prebuilt and custom datasets, plus a dataset marketplace

Where it fits in the AI data supply chain

Bright Data sits at the sourcing layer, supplying the raw public web data that teams then clean, label, and feed into model training, retrieval systems, and market intelligence. The company emphasizes compliance controls such as customer vetting and adherence to privacy regulations, an increasingly relevant factor as web-sourced data faces legal and ethical scrutiny. For AI builders, it is commonly adopted as an alternative to building and maintaining in-house scraping and proxy stacks.