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.

AI Driven

Future Proof MVPs

Real Estate Investor & Wholesaler (B2B) Leads

Generate B2B investor and buyer lead lists and activate outreach in minutes.

Business Challenges

1
Lead data is scattered across many websites and formats.
2
Manual copy/paste lead building wastes hours every week.
3
Messy records cause low response rates and duplicate outreach.

Our Solutions

1
Scrape multiple sources and normalize everything into a single consistent output.
2
Automate extraction, cleaning, and export so lists are ready in minutes.
3
Standardize fields and de-duplicate records before they hit your CRM.

How It Works

Select Sources

Target the right profiles

Choose the websites, directories, or public pages that match your target lead type, then set filters like location, keywords, and categories.

Frequently Asked Questions

Find answers to common questions about our services, process, and technology expertise.

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Why Developers & Agencies Choose Lead Orchestra

Open-source scraping that plugs into anything. Scrape any website, normalize data, and export to your stack—no vendor lock-in.

Get started in 3 minutes or less

Start scraping leads in minutes, not hours.

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Scraping That Works While You Sleep

Never miss a fresh lead again

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Export Everywhere, Not Just CSV

Your data, your way

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Unlimited Scraping

Fresh leads that don't cost extra

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Scrape Any Source

MCP API Aggregator: Unified scraping interface

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