Web data for every stage
of the AI lifecycle
The public web is the data source for training models, grounding applications, and running agents. Bright Data is the infrastructure that finds it, extracts it, and keeps it flowing, with compliance built in.
A web-scale, multimodal training dataset without building and running your own crawl
Frozen academic datasets and open crawls miss the protected sites, fresh content, and video that frontier models need. This stage is about coverage, scale, and documented provenance.
Locate the scenes, pages, and records worth collecting before you spend on extraction.
Pull media, historical pages, or a live stream of fresh HTML, with provenance documented.
Bulk delivery lands directly in the storage your training jobs already read from.
Ground and evaluate your application on live web data before it reaches users
Application teams try sources, shape extraction schemas, and build evaluation sets while the design is still changing. The fastest loop runs inside the coding agent you already use.
Search the live web the way your application will, and see which sources answer well.
Turn a description of the data you want into a working extractor, then iterate on the schema.
Prototype from the terminal or from inside your coding agent, without wiring a pipeline first.
Keep production agents supplied with fresh context and a browser that does not get blocked
Once an application is live, every call needs current information and some calls need to act on a website. Reliability, latency, and an SLA matter more than flexibility.
Give the agent a search step that returns structured results fast enough to sit inside a response.
Read any page or drive a real browser, with blocking handled on Bright Data's side.
Call it from application code, from an agent's tool list, or as a native connector in your platform.
One platform, called from wherever your stack lives
Pick the surface that matches how your team works. The infrastructure underneath is the same.
REST APIs
A separate API for each job: Web Unlocker for any public page, Search API for fresh results, Browser API for a remote browser, Archive and Dataset APIs for bulk data.
Python and JavaScript SDKs
Official SDKs that wrap trigger, poll, and fetch so production code stays short and typed.
Bright Data CLI
Scrape, search, and extract from the terminal, then pipe results into scripts, CI, or a coding agent. It also installs MCP and agent skills in one command.
MCP Server
A hosted or local Model Context Protocol server any MCP client can call, with production unblocking behind every tool. 5,000 free requests a month.
Framework connectors
Official integrations for LangChain, LlamaIndex, CrewAI, Dify, Haystack, and 25 more agent frameworks, plus automation tools such as n8n and Zapier.