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

AI Market Analysis

Analyze any rental market in seconds, get insights by chatting with our AI, and arm your sales agents with the intelligence to close more deals.

Business Challenges

1
Making investment decisions based on 'gut feel' or outdated information is extremely risky.
2
Manually pulling comps and creating market reports for partners or clients takes hours.
3
Raw data dashboards can be overwhelming and hard to interpret.
4
My outreach is generic and doesn't demonstrate deep market knowledge.

Our Solutions

1
Get instant access to real-time market statistics, rental averages, and historical trends for any zip code in the US, ensuring every decision is backed by data.
2
Generate comprehensive, professional-grade market reports in seconds. Add your own branding and share them online or as a PDF.
3
Use our 'Chat with the Data' feature. Ask plain-English questions like 'Is rent increasing in this area?' or 'What's the most common property type?' and get instant answers from the AI.
4
Arm your AI Sales Assistants with your market analysis. The AI can then use these specific data points in conversations, building instant credibility and rapport with leads.

How It Works

Analyze Market

Enter a Zip Code or Address

Instantly pull a detailed analysis for any US zip code, including rent averages, historical trends, and property type composition.

AI Market Analysis

Analyze any rental market in seconds, get insights by chatting with our AI, and arm your sales agents with the intelligence to close more deals.

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 wide array of sources, including public records, MLS feeds, and real-time listing data from hundreds of websites, covering over 140 million properties nationwide.

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

AI Market Analysis

Analyze any rental market in seconds, get insights by chatting with our AI, and arm your sales agents with the intelligence to close more deals.

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!

Don't Just Get Data. Get Answers.

Analyze any rental market in seconds, get insights by chatting with our AI, and arm your sales agents with the intelligence to close more deals.

Business Challenges

Making investment decisions based on 'gut feel' or outdated information is extremely risky.

Manually pulling comps and creating market reports for partners or clients takes hours.

Raw data dashboards can be overwhelming and hard to interpret.

My outreach is generic and doesn't demonstrate deep market knowledge.

Our Solutions

Get instant access to real-time market statistics, rental averages, and historical trends for any zip code in the US, ensuring every decision is backed by data.

Generate comprehensive, professional-grade market reports in seconds. Add your own branding and share them online or as a PDF.

Use our 'Chat with the Data' feature. Ask plain-English questions like 'Is rent increasing in this area?' or 'What's the most common property type?' and get instant answers from the AI.

Arm your AI Sales Assistants with your market analysis. The AI can then use these specific data points in conversations, building instant credibility and rapport with leads.

AI Market Analysis

Business Challenges

Our Solutions

How It Works

Analyze Market

AI Market Analysis

Riley Davis

Frequently Asked Questions

★Featured Insight · InvestorsWhere does your market and property data come from?

How accurate are the rent estimates and market trends?

What does it mean to 'Arm Your Agents'?

Can I track my existing portfolio of properties?

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

AI Market Analysis

Open Source

Team Plan

Agency Plan

Enterprise

Don't Just Get Data. Get Answers.

AI Market Analysis

Business Challenges

Our Solutions

How It Works

Analyze Market

AI Market Analysis

Riley Davis

Frequently Asked Questions

★Featured Insight · InvestorsWhere does your market and property data come from?

How accurate are the rent estimates and market trends?

What does it mean to 'Arm Your Agents'?

Can I track my existing portfolio of properties?

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

AI Market Analysis

Open Source

Team Plan

Agency Plan

Enterprise

Don't Just Get Data. Get Answers.