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 Command Center

Our AI proactively fills your pipeline with high-impact tasks, then offers to complete the tedious ones for you. Stop working *in* your business, and start working *on* it.

Business Challenges

1
I don't know what the most important action is to move a deal forward.
2
My personal to-do list is filled with tedious, repetitive work like sending follow-up emails or scheduling reminders.
3
Leads fall through the cracks because my pipeline is a disorganized mess.
4
Delegating tasks to my team is chaotic and hard to track.

Our Solutions

1
Our AI proactively analyzes your pipeline and automatically adds high-priority tasks (like 'Follow up with cold lead') to your board so you never miss an opportunity.
2
When you add a manual task, our AI instantly detects if it's something it can handle and offers to complete it for you with a single click, automating your personal workflow.
3
The visual Kanban board gives you a crystal-clear, drag-and-drop view of every deal, ensuring nothing is ever missed.
4
The AI acts as your perfect manager, automatically assigning critical tasks to the right team members and providing a clear view of their performance.

How It Works

Visualize Your Pipeline

See Every Deal in Motion

Your entire deal flow is on a visual Kanban board. Drag-and-drop leads from 'New' to 'Appointment Set' to 'Closed'.

AI Command Center

Our AI proactively fills your pipeline with high-impact tasks, then offers to complete the tedious ones for you. Stop working *in* your business, and start working *on* it.

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.

The AI **adds** tasks proactively when it analyzes your pipeline and spots an opportunity you might have missed (e.g., 'Lead has gone cold, follow up!'). It **completes** tasks after you manually create one (e.g., you write 'Send comps to John'), and the AI recognizes it has the capability to perform that action for you.

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 Command Center

Our AI proactively fills your pipeline with high-impact tasks, then offers to complete the tedious ones for you. Stop working *in* your business, and start working *on* it.

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!

Your To-Do List is Now an Automation Engine.

Our AI proactively fills your pipeline with high-impact tasks, then offers to complete the tedious ones for you. Stop working *in* your business, and start working *on* it.

Business Challenges

I don't know what the most important action is to move a deal forward.

My personal to-do list is filled with tedious, repetitive work like sending follow-up emails or scheduling reminders.

Leads fall through the cracks because my pipeline is a disorganized mess.

Delegating tasks to my team is chaotic and hard to track.

Our Solutions

Our AI proactively analyzes your pipeline and automatically adds high-priority tasks (like 'Follow up with cold lead') to your board so you never miss an opportunity.

When you add a manual task, our AI instantly detects if it's something it can handle and offers to complete it for you with a single click, automating your personal workflow.

The visual Kanban board gives you a crystal-clear, drag-and-drop view of every deal, ensuring nothing is ever missed.

The AI acts as your perfect manager, automatically assigning critical tasks to the right team members and providing a clear view of their performance.

AI Command Center

Business Challenges

Our Solutions

How It Works

Visualize Your Pipeline

AI Command Center

Riley Davis

Frequently Asked Questions

★Featured Insight · InvestorsWhat's the difference between the AI adding a task and completing one?

Can I turn off the AI's proactive task creation?

How does the AI know it can complete a task I write?

Will the AI ever complete a task without my permission?

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 Command Center

Open Source

Team Plan

Agency Plan

Enterprise

Your To-Do List is Now an Automation Engine.

AI Command Center

Business Challenges

Our Solutions

How It Works

Visualize Your Pipeline

AI Command Center

Riley Davis

Frequently Asked Questions

★Featured Insight · InvestorsWhat's the difference between the AI adding a task and completing one?

Can I turn off the AI's proactive task creation?

How does the AI know it can complete a task I write?

Will the AI ever complete a task without my permission?

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 Command Center

Open Source

Team Plan

Agency Plan

Enterprise

Your To-Do List is Now an Automation Engine.