Web access for LLMs, Copilots and AI agents
Stop debugging 403s. Get infinite-scale web data for your agentic workflows. Trusted by 20,000+ teams.
150M+
IPs enable anonymous, global data collection.
98.5%
Average success rate
3B+
image and video URLs discovered every day
5T+
text tokens in hundreds of languages daily
99.99%
uptime and 24/7 expert support
High-Recall Data Infrastructure
Don’t let data gaps starve your models. Bright Data delivers infinite scale and deep context, solving the blocking issues that break agents in production.
1Infinite Context
Give your system a complete picture with 100+ results per query. Gather deep context without orchestrating complex pagination logic.
2Solves 403, 429 & 401
We handle the unlocking automatically. Access hard targets and public data with a 99.9% success rate.
3Token efficiency
Receive clean Markdown and structured JSON. We strip ads and boilerplate to maximize the signal-to-token ratio for your LLM.
Production-ready infrastructure that scales
Get relevant search results and URLs for any query. The fastest way to ground your AI and verify facts with minimal token usage
Retrieve the full content of any public URL. Automatically converts raw HTML pages into clean LLM-ready Markdown
Effortlessly crawl and extract entire websites, with outputs in LLM-ready formats for effective inference and reasoning.
Let your Agent interact with dynamic websites. Perform complex actions like clicking, scrolling, and navigating to retrieve hard-to-reach data.
Deploy agents that execute
From hydrating vector DBs to real-time indexing, launch high-recall workflows that run reliably in production.
Knowledge base construction
Ingest the full spectrum of web data including the long-tail content missed by standard search to build a comprehensive vector store.
Data enrichment
Resolve missing attributes by cross-referencing multiple sources instantly even on hard-to-access sites.
Niche search engine builder
Create a real-time index of specific verticals like real estate or companies by continuously crawling and normalizing thousands of target pages.
100% ethical and compliant
See it in action
Frequently Asked Questions
How do you handle 403 blocks?
We use advanced unlocking technology to mimic human traffic behavior. If a request is blocked, our infrastructure automatically retries with new parameters until it succeeds.
Can I get full page content, not just snippets?
Yes. Use the Unlocker API to fetch the full HTML or Markdown of any URL .
Is the data real-time?
Yes. We fetch data live from the source for every request to guarantee accuracy. For massive historical datasets or cached snapshots, use our Web Archive API.
How is this different from standard search APIs?
Standard APIs are often limited to simple chat interactions with low result caps. We are engineered for heavy agentic workloads requiring deep research, high recall, and unblockable access to the long-tail.
Is this compatible with LangChain or LlamaIndex?
Yes. We offer native integrations and Python SDKs. View the AI Integration documentation to connect directly to your existing RAG chains.
I'm spending too much engineering time on data access instead of building features
If you're constantly debugging why agents can't access data, solving CAPTCHA issues, managing proxy rotation, or dealing with infrastructure problems, you need production-ready infrastructure. We handle the hard parts (CAPTCHAs, rate limiting, scaling, fingerprinting, proxy management) so you can focus on your agent's actual value, not web scraping infrastructure.
My current solution works fine for small volumes but breaks at scale
Most solutions aren't built for production agent workloads. When you go from 100 to 100k requests, things break: rate limits hit, blocks increase, timeouts multiply. Success rates that looked great in testing drop to 60-70% in production. Our infrastructure is proven at enterprise scale - it doesn't degrade when you scale up.
Isn't this expensive compared to other solutions?
Our pricing is competitive at any scale, but becomes even more cost-effective because proxies are built in. Other solutions charge separately for search + scraping + proxies + CAPTCHA solving + infrastructure management. We bundle everything into one transparent price, making the total cost significantly lower than piecing together multiple services. Plus, higher success rates mean fewer retries and lower overall costs.
How quickly can I get started?
Most teams are running their first agent workflows within hours. We provide clear documentation, working code examples in Python and TypeScript, and a generous free trial tier. Try it today, decide tomorrow - that's how fast-moving teams evaluate infrastructure. See documentation