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.

Real Estate Investor: Automating FSBO Lead Scraping | Case Study

About the Study

National Home Buyers - A multi-state real estate investment firm specializing in direct-to-seller property acquisitions.

The client was losing deals because they were too slow. We built a data pipeline that constantly checks target counties for new private listings, bypasses captcha, extracts numbers, and sends an automated pre-approved SMS intro.

Business Challenges

1
Manual tracking of FSBO sites across dozens of zip codes was unsustainable
2
Competitors were texting sellers hours before their team saw the listing

Our Solutions

1
Developed a real-time monitor for target zip codes on FSBO networks.
2
Integrated Twilio to instantly SMS the seller the moment a listing went live.

Business Outcomes

Speed to Lead

Reduced average contact time from 24h to 5 minutes

Acquisitions

Increased monthly properties bought under asking price by 40%

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.

Loading highlights…

Related Case Studies

See real success stories and ways to leverage Deal Scale to grow your business.

Growth Agency: Capturing Leads from Competitor Webinars & Events

How a specialized agency started booking meetings by scraping attendee lists and chat engagement from rivals' virtual events.

View Case Study

B2B Software: Migrating Users from Competitors' Facebook Groups

Steering highly engaged users away from an established legacy competitor by ethically extracting leads from their official support groups.

View Case Study

SaaS Founder: Accelerating Customer Acquisition by Poaching Competitor Leads

How an ambitious founder transitioned from generic lead lists to a competitive growth engine, capturing highly engaged audiences directly from rivals.

View Case Study

Loading testimonials…

Want to automate your property acquisition?

We build scrapers to find the best off-market deals before your competitors.