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.

For Developers, Agencies & Data Teams

Stop buying stale lead lists from Apollo and ZoomInfo, start scraping your own fresh leads from any website

Fresh leads, not rented lists. Open-source scraping with unlimited data, zero credit limits. Scrape, normalize, and export lead data in under 5 minutes.

Scrape Your First Site See How It Works

Trusted by Lead Orchestra

Trusted by top-performing real estate teams and investors nationwide.

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Scrape Anything. Export Everywhere. for Developers & Engineers

Lead Orchestra Features

AI outreach automation for developers & engineers teams to scrape, normalize, and export lead data. Open-source lead scraping and data ingestion that plugs into anything. Lead Orchestra exports scraped data to CRM, CSV/JSON, Database, S3, or any system. Integrate with MCP protocol, APIs, webhooks, and workflow engines like Kestra, Make, Zapier, and n8n.

Scraping & Crawling Engine
PlaywrightCrawler-based engine with anti-bot modules, headless browser cluster, proxy rotation, stealth mode, and captcha bypass. Multi-step navigation, DOM selectors, automatic retries, and rate limiting.
MCP API Aggregator
Unified MCP spec for scraping targets. Plugins for Zillow, Realtor, LinkedIn, MLS, Facebook, Reddit, Twitter. All sources normalized to Lead Standard Format (LSF) schemas.
Data Normalization Layer
Address parsing, phone/email extraction, metadata tagging, de-duping, and entity resolution. Export to CRM, CSV, JSON, Database, S3, or any system.

Request a live handoff Browse automations

Example SMS Assist

System: 🔍 Scraping job complete! Extracted 247 fresh leads from Zillow. All data normalized and ready for export.

User: Can I export this to my CRM?

System: Export started! 247 leads are being synced to your CRM. ETA: 2 minutes. understandable. Homes nearby are closing at $420K–$435K. Want Jordan to confirm a cash offer today?

Live Call Handoff

We’ll keep Ava on the line, sync the transcript to your CRM, and trigger follow-up workflows automatically.

Developers & Engineers • Live Activity Stream

We orchestrate every scraping touchpoint so Developers & Engineers stay in flow mode.

Scrape, normalize, and export lead data Fresh leads, not rented lists. Open-source scraping with unlimited data, zero credit limits.

Fresh leads, not rented lists. Open-source scraping with unlimited data, zero credit limits. Scrape, normalize, and export lead data in under 5 minutes.

Sync scraping jobs, data normalization, and export workflows into a single live feed.
Surface the most valuable lead sources and scraping signals with motion cues and badges.
Respect focus mode by pausing motion when developers need deep work.

2m ago

Lead Orchestra MCP Engine Scraped 248 leads from Zillow using MCP plugin, normalized and cleaned, exported to S3.

+248 leads

Notifications

Lead Orchestra scraping engine dashboard showing live scraping jobs.

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Live demo

Multi-step navigation

Handle complex scraping workflows with automatic retries, DOM selectors, and depth-based crawling across any website structure.

Success rate

Anti-bot & stealth

<2%

Built-in proxy rotation, captcha solving, and stealth mode to bypass detection and maintain high success rates.

Block rate

Active scrapers0sources

Leads scraped0K / hour

Uptime0%

Data Ingestion Layer

Export to Any System

Export scraped data to CRM, CSV/JSON, Database, S3, or any system.

Lead Orchestra exports scraped data to CRM, CSV/JSON, Database, S3, or any system. Integrate with MCP protocol, APIs, webhooks, and workflow engines like Kestra, Make, Zapier, and n8n.

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Built-in scraping sources
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Community MCP plugins
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Scraping reliability

Scrape Sources

Normalize Data

Export CSV/JSON

Integrate MCP

Export & Integrate

Paste a URL → scrape all the leads → clean them → export to CSV/JSON. Fresh leads, not rented lists.

Case Studies

See real success stories and ways to leverage Deal Scale to grow your business.

Featured

lead-generationcustom-infrastructure

How Bookt Closed 70% of Deals Using a Custom Lead Generation Engine

We partnered with Bookt, a platform serving live event and nightlife organizers, to build a custom lead generation engine that closed 7 out of 10 deals from initial outbound efforts.

View Case

developer-toolingscraping-automation

I replaced 600 lines of scraping code with one MCP plugin.

A Senior Growth Engineer at a 20-person SaaS startup replaced their entire scraping infrastructure with Lead Orchestra's MCP plugin system, reducing maintenance time by 90%.

View Case

lead-generationdata-scraping

We booked 19 meetings in a week with leads scraped from a niche directory.

A 7-person cold email agency found unique leads their competitors couldn't access, resulting in 19 booked meetings and a 3-month client retainer.

View Case

View All Case Studies

What Developers & Agencies Say

Hear from developers, agencies, and data teams about their experiences with Lead Orchestra

Primary goal:Scrape, normalize, and export lead data

“Lead Orchestra is the first scraping platform that feels like it was built for developers. I stopped rebuilding scrapers for every project. The MCP plugins, CLI, and SDKs make it trivial to scrape any source and export to our stack. Open-source means full control.”

Alex Chen

Senior Engineer, Data Platform Team

Developers & Engineers

Interactive demo loads after tap or scroll

Scrape Anything. Export Everywhere. for Developers & Engineers

Lead Orchestra Features

Scraping & Crawling Engine
PlaywrightCrawler-based engine with anti-bot modules, headless browser cluster, proxy rotation, stealth mode, and captcha bypass. Multi-step navigation, DOM selectors, automatic retries, and rate limiting.
MCP API Aggregator
Unified MCP spec for scraping targets. Plugins for Zillow, Realtor, LinkedIn, MLS, Facebook, Reddit, Twitter. All sources normalized to Lead Standard Format (LSF) schemas.
Data Normalization Layer
Address parsing, phone/email extraction, metadata tagging, de-duping, and entity resolution. Export to CRM, CSV, JSON, Database, S3, or any system.

Request a live handoff Browse automations

Example SMS Assist

System: 🔍 Scraping job complete! Extracted 247 fresh leads from Zillow. All data normalized and ready for export.

User: Can I export this to my CRM?

System: Export started! 247 leads are being synced to your CRM. ETA: 2 minutes. understandable. Homes nearby are closing at $420K–$435K. Want Jordan to confirm a cash offer today?

Live Call Handoff

We’ll keep Ava on the line, sync the transcript to your CRM, and trigger follow-up workflows automatically.