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.

AEO Landing Page Template

Answer Engine Optimized landing page template designed to rank in AI search results. Includes structured data markup, FAQ schema, semantic HTML, and conversion-optimized layouts. Download, customize, and deploy in minutes.

I understand that for Developers and Growth Teams. like you, dealing with Building structured data and semantic HTML from scratch is technical, tedious, and easy to mess up. can be a real challenge, right? Well, I'm excited to share how our Our template comes pre-loaded with comprehensive FAQ schema, semantic tagging, and answer-optimized layouts. is specifically designed to address that head-on. Optimized for Machines & Humans. In fact, a conversion-focused landing page template pre-configured with the schema and structure ai models love. So, what does this actually mean for you? Imagine Save dozens of development hours. We’ve already built the semantic HTML and JSON-LD schema you need to be understood by AI. Here are a few ways we make that happen: – No More 🚫 Building structured data and semantic HTML from scratch is technical, tedious, and easy to mess up. * Pre-built JSON-LD Schema * Semantic HTML5 * Next.js & React Ready Thanks to Our template comes pre-loaded with comprehensive FAQ schema, semantic tagging, and answer-optimized layouts.. Does this sound like it could make a difference for you? If so, Deploy AI-Ready Pages.

Key Features

Pre-built JSON-LD Schema
Semantic HTML5
Next.js & React Ready

Key Features

Pre-built JSON-LD Schema
Semantic HTML5
Next.js & React Ready

AEO Landing Page Template

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Quantity

Founders Circle Partners

Key Features

AEO Landing Page Template

Type

Quantity

Founders Circle Partners

Key Features

AEO Landing Page Template

Product information

Reviews

Type

Quantity

Founders Circle Partners

Key Features

AEO Landing Page Template

Product information

Reviews

Type

Quantity

Founders Circle Partners

Key Features