Deep Lookup is a specialized AI-powered search engine developed by Bright Data to help users discover structured insights about companies, professionals, and industries, based on complex, natural language questions. Unlike general-purpose search tools, Deep Lookup is designed to respond to real-world business queries with clarity, structure, and scale.

What Makes It Different?

At its core, Deep Lookup addresses a growing need of how to find high-quality, structured information from the web without sifting through countless pages or relying on keyword-heavy searches. Whether you’re a market analyst trying to list biotech startups founded after 2020, or a recruiter looking for CTOs in a specific region, Deep Lookup translates layered questions into actionable data.

The results come back in a table-like format, making it easy to scan, refine, or export for further use. Each result is backed by a citation so you know exactly where the data came from.

Powered by Real-Time, Public Data

Deep Lookup is built on Bright Data’s extensive infrastructure, which indexes over 200 billion web pages and adds 15 billion new ones monthly. This means the results are fresh, diverse, and pulled from a wide array of publicly available sources. It’s not hallucinating answers—it’s connecting you to what’s already out there, in a way that’s structured and useful.

Built for Business and Research Use Cases

The tool is especially valuable for:

1. Sales and marketing teams doing prospecting or lead qualification
2. Analysts and consultants gathering competitive intelligence
3. Recruiters and HR teams researching professional profiles
4. Academics and students looking for curated industry or organizational data

Part of a Broader Vision

Deep Lookup is one part of Bright Data’s larger effort to make public web data more accessible and usable for AI and enterprise applications. It complements tools like Browser.ai, an agent-friendly browser and Bright Data MCP, which helps AI models interact with live systems via standard protocols.

In an age where data accessibility often lags behind AI capabilities, Deep Lookup offers a practical bridge. It doesn’t try to be everything—it just does one thing well: helping people get to structured, relevant insights faster.

If your work relies on public data but suffers from information overload or manual research, Deep Lookup might be the quiet upgrade your workflow needs.