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.

I launched a SaaS MVP powered by Lead Orchestra scraping in 24 hours. | Case Study

About the Study

Solo Founder, Market Research SaaS - A solo founder building a market research SaaS with a non-enterprise budget who needed reliable web data without building scraping infrastructure.

Lead Orchestra became the backbone of my SaaS—and it cost $0 to start. I cloned the repo, added 2 custom scrapers, and shipped my MVP in 24 hours. No infrastructure to maintain, no enterprise API costs. I secured 20 paying beta users and used Deal Scale to automatically enrich and score leads. It's the perfect solution for solo founders who need reliable data without the overhead.

Business Challenges

1
Needed reliable web data for the SaaS product.
2
Didn't want to build and maintain scraping infrastructure.
3
Couldn't afford enterprise data APIs on a bootstrap budget.
4
Needed to ship MVP quickly to validate the idea.

Our Solutions

1
Cloned Lead Orchestra open-source repo
2
Added 2 custom MCP scrapers for target data sources
3
Built workflow using Lead Standard Format
4
Exported results directly to backend
5
Used Deal Scale to enrich and score leads automatically

Business Outcomes

MVP Shipped in 24 Hours

Cloned Lead Orchestra repo, added 2 custom MCP scrapers, built workflow using Lead Standard Format, and shipped MVP in one day.

20 Paying Beta Users

Secured 20 paying beta users with zero scraping maintenance required. Used Deal Scale to enrich and score leads automatically.

Time to MVP

24 hours

Paying Beta Users

Scraping Maintenance Required

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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Ship Your MVP Faster

Use Lead Orchestra's open-source scraping to build your SaaS without infrastructure overhead.