What makes Lead Orchestra different from other scraping tools?

Lead Orchestra is an open-source lead scraping and data ingestion platform built specifically for real estate professionals. Unlike generic scrapers, it includes pre-built plugins for Zillow, Realtor, LinkedIn, MLS, Facebook, Reddit, and Twitter. All scraped data is automatically normalized to Lead Standard Format (LSF) schemas, making it ready to export to CRM, CSV, JSON, Database, S3, or any system. Plus, it's built with Playwright for reliable anti-bot bypass and includes developer tooling like CLI, SDKs, and webhooks.

Who is Lead Orchestra built for?

Lead Orchestra is designed for developers, agencies, and data teams who need to scrape leads from multiple sources and normalize the data for their workflows. Real estate agents, investors, and wholesalers use it to gather fresh leads from Zillow, Realtor, MLS, and social platforms. Agencies use it to build custom scraping pipelines for clients. Data teams use it for automated data ingestion and normalization.

What sources can Lead Orchestra scrape?

Lead Orchestra includes pre-built MCP plugins for Zillow, Realtor, LinkedIn, MLS, Facebook, Reddit, and Twitter. The unified MCP spec makes it easy to add new sources. You can also use the Playwright-based crawling engine to scrape any website with custom selectors and navigation flows.

Bookt: Enterprise Custom Lead Generation Engine | Case Study

About the Study

Bookt - A rapidly growing enterprise software platform targeting global HR departments.

Bookt required a specialized data acquisition flow which standard tools could not provide. Our enterprise scraping engine delivered localized, highly validated contact data.

Business Challenges

1
Standard lead databases produced too much inaccurate data
2
Needed real-time scraping of enterprise job boards and company news

Our Solutions

1
Engineered a scalable, distributed custom scraping engine.
2
Implemented an enrichment pipeline integrating seamlessly with their CRM.

Business Outcomes

Data Accuracy

Improved data validity to 98%

Lead Volume

Generated 10,000+ targeted enterprise leads per month

How It Works

Connect

Seamless Onboarding

Get started quickly with an intuitive onboarding process. Integrate your favorite tools and set up your account in minutes.

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