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 Outbound Qualification Agent

Business Challenges

1
Sales teams waste significant time on outbound calls to unqualified leads, drastically reducing their efficiency and morale.
2
Manually following up with and qualifying a large volume of outbound leads is slow, inconsistent, and prone to human error.
3
Coordinating schedules and successfully booking appointments with qualified leads can be a logistical challenge with back-and-forth communication.
4
Missing the opportunity for an immediate conversation when a highly qualified lead shows peak interest during an outbound interaction.

Our Solutions

1
Our AI Outbound Agent automatically contacts and pre-qualifies leads using intelligent conversations, ensuring your sales team only speaks to interested and vetted sellers.
2
The AI agent systematically reaches out via AI calls and SMS, consistently applying your qualification criteria to every lead, at scale, 24/7.
3
Once a lead is qualified, our AI can seamlessly access your team's calendar and book appointments directly, eliminating scheduling friction.
4
For top-tier, highly qualified leads, the AI can initiate an instant hot transfer, connecting them directly to an available sales agent while their interest is highest.

How It Works

Lead List & Campaign Setup

Import leads and define your qualification & scheduling rules.

Upload your outbound lead lists. Configure your ideal prospect profile, key qualification questions, AI conversation scripts (for calls & SMS), and rules for appointment scheduling or hot transfers.

AI Outbound Qualification Agent

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 AI Outbound Agent primarily utilizes AI-powered voice calls and intelligent SMS messages to connect with and qualify your leads, offering a multi-touch approach.

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

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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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AI Outbound Qualification Agent

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!

Deal Scale AI Outbound Qualification Engine

Business Challenges

Sales teams waste significant time on outbound calls to unqualified leads, drastically reducing their efficiency and morale.

Manually following up with and qualifying a large volume of outbound leads is slow, inconsistent, and prone to human error.

Coordinating schedules and successfully booking appointments with qualified leads can be a logistical challenge with back-and-forth communication.

Missing the opportunity for an immediate conversation when a highly qualified lead shows peak interest during an outbound interaction.

Our Solutions

Our AI Outbound Agent automatically contacts and pre-qualifies leads using intelligent conversations, ensuring your sales team only speaks to interested and vetted sellers.

The AI agent systematically reaches out via AI calls and SMS, consistently applying your qualification criteria to every lead, at scale, 24/7.

Once a lead is qualified, our AI can seamlessly access your team's calendar and book appointments directly, eliminating scheduling friction.

For top-tier, highly qualified leads, the AI can initiate an instant hot transfer, connecting them directly to an available sales agent while their interest is highest.

AI Outbound Qualification Agent

Business Challenges

Our Solutions

How It Works

Lead List & Campaign Setup

AI Outbound Qualification Agent

Riley Davis

Frequently Asked Questions

★Featured Insight · InvestorsWhat channels does the AI use for outbound outreach?

How does the AI know how to qualify my specific leads?

What is a 'hot transfer' and how does it work?

Can the AI book appointments in multiple sales reps' calendars?

How natural do the AI voice calls sound?

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 Outbound Qualification Agent

Open Source

Team Plan

Agency Plan

Enterprise

Deal Scale AI Outbound Qualification Engine

AI Outbound Qualification Agent

Business Challenges

Our Solutions

How It Works

Lead List & Campaign Setup

AI Outbound Qualification Agent

Riley Davis

Frequently Asked Questions

★Featured Insight · InvestorsWhat channels does the AI use for outbound outreach?

How does the AI know how to qualify my specific leads?

What is a 'hot transfer' and how does it work?

Can the AI book appointments in multiple sales reps' calendars?

How natural do the AI voice calls sound?

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 Outbound Qualification Agent

Open Source

Team Plan

Agency Plan

Enterprise

Deal Scale AI Outbound Qualification Engine