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

Lookalike Audience Expansion and Management

Unlock a predictable pipeline of high-quality real estate deals from our database of 140M+ properties. Your next great investment is just a few clicks away.

Business Challenges

1
Inconsistent Deal Flow
2
Wasted Time on Manual Prospecting
3
Outdated or Inaccurate Lead Data
4
Difficulty Scaling Your Business

Our Solutions

1
Access a massive, constantly updated database of 140M+ properties to create a predictable pipeline of on-market and off-market opportunities.
2
Automate list building with granular filters like location, property type, and owner details, freeing up hours each week.
3
Leverage high-quality, verified data to improve connection rates and focus your energy on promising leads.
4
Build a scalable lookalike audience expansion engine—grounded in the rapport-building steps from How to Win Friends and Influence People—that grows with you, allowing you to enter new markets and expand your operations without adding headcount.

How It Works

Define

Set Your Ideal Criteria

Specify your ideal investment criteria using our intuitive interface. Filter by location, property type, keywords, owner information, and more.

Lookalike Audience Expansion and Management

Unlock a predictable pipeline of high-quality real estate deals from our database of 140M+ properties. Your next great investment is just a few clicks away.

Primary goal:Focus on product-market fit

“Lead Orchestra let us add scraping to our MVP without infrastructure overhead. The free tier meant we could validate needs before scaling. Focus on product-market fit, not scraping infrastructure.”

Riley Davis

CTO, Early-Stage SaaS Startup

Startups & Founders

Frequently Asked Questions

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

Our platform aggregates data from a multitude of public and private sources, including county records, tax assessments, and other proprietary data providers. This gives us a comprehensive database of over 140 million on-market and off-market properties across the U.S.

Join the Founders Circle to shape Deal Scale.
Get 5 AI credits, priority onboarding, and first dibs when we launch.

Request Founders Circle Access

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.

Learn more

Scraping That Works While You Sleep

Never miss a fresh lead again

Learn more

Export Everywhere, Not Just CSV

Your data, your way

Learn more

Unlimited Scraping

Fresh leads that don't cost extra

Learn more

Scrape Any Source

MCP API Aggregator: Unified scraping interface

Learn more

Lookalike Audience Expansion and Management

Unlock a predictable pipeline of high-quality real estate deals from our database of 140M+ properties. Your next great investment is just a few clicks away.

Open Source

100% free and open-source

$0/ month

100% free and open-source
Local-first, no database required
Unlimited scraping & crawling
MCP plugin ecosystem access
CSV/JSON export
Community support
Upgrade to hosted or enterprise for team features

Team Plan

per month

$99/ month

Everything in Open Source plus:
3-10 team seats
Shared workspace
Unlimited scraping
White-labeled exports
Agency API access
Deal Scale AI credits package included
Priority support

Agency Plan

per month

$399/ month

Everything in Team plus:
10+ seats included
Advanced team management
Custom branding & white-label
Advanced API access
Enhanced Deal Scale AI credits
Dedicated account manager
Priority plugin marketplace access

Enterprise

per month

$1,500/ month

Everything in Agency plus:
SOC2 / ISO compliance
Private hosting options
SSO & advanced security
Usage caps & compliance layers
Custom MCP provider access
Dedicated support & SLA
Custom integrations

Want early access to Deal Scale? Help shape the future of scalable MVPs designed for ambitious founders and agencies!

Lookalike Audience Tech Stack

Cutting-edge technologies that power our lookalike audience expansion and management solutions.

Stop Searching. Start Closing.

Unlock a predictable pipeline of high-quality real estate deals from our database of 140M+ properties. Your next great investment is just a few clicks away.

Our Solutions

Access a massive, constantly updated database of 140M+ properties to create a predictable pipeline of on-market and off-market opportunities.

Automate list building with granular filters like location, property type, and owner details, freeing up hours each week.

Leverage high-quality, verified data to improve connection rates and focus your energy on promising leads.

Build a scalable lookalike audience expansion engine—grounded in the rapport-building steps from How to Win Friends and Influence People—that grows with you, allowing you to enter new markets and expand your operations without adding headcount.

Lookalike Audience Expansion and Management

Business Challenges

Our Solutions

How It Works

Define

Lookalike Audience Expansion and Management

Riley Davis

Frequently Asked Questions

★Featured Insight · InvestorsWhere does your lead data come from?

How is this different from just buying lists from a list broker?

How does the AI Lead Scoring work?

Can I target a specific neighborhood or zip code?

Is this service suitable for a new investor or wholesaler?

Why Developers & Agencies Choose Lead Orchestra

Get started in 3 minutes or less

Scraping That Works While You Sleep

Export Everywhere, Not Just CSV

Unlimited Scraping

Scrape Any Source

Lookalike Audience Expansion and Management

Open Source

Team Plan

Agency Plan

Enterprise

Lookalike Audience Tech Stack

Stop Searching. Start Closing.

Lookalike Audience Expansion and Management

Business Challenges

Our Solutions

How It Works

Define

Lookalike Audience Expansion and Management

Riley Davis

Frequently Asked Questions

★Featured Insight · InvestorsWhere does your lead data come from?

How is this different from just buying lists from a list broker?

How does the AI Lead Scoring work?

Can I target a specific neighborhood or zip code?

Is this service suitable for a new investor or wholesaler?

Why Developers & Agencies Choose Lead Orchestra

Get started in 3 minutes or less

Scraping That Works While You Sleep

Export Everywhere, Not Just CSV

Unlimited Scraping

Scrape Any Source

Lookalike Audience Expansion and Management

Open Source

Team Plan

Agency Plan

Enterprise

Lookalike Audience Tech Stack

Stop Searching. Start Closing.