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 Text Message Outreach

Business Challenges

1
Bulk SMS blasting is impersonal, often ignored, and can damage brand reputation due to its spammy nature.
2
Manually sending individual texts to a large list of prospects is extremely time-consuming and not scalable for consistent outreach.
3
Ensuring SMS compliance (like TCPA, opt-outs) while running campaigns can be complex and risky if not managed properly.
4
Following up effectively via text and nurturing leads through SMS conversations requires timely and intelligent responses.

Our Solutions

1
Our AI Text Message Outreach crafts personalized, context-aware SMS messages that resonate with recipients, significantly improving engagement and response rates over generic blasts.
2
Deal Scale's AI automates the entire SMS outreach process, from list segmentation and message personalization to sending and reply management, freeing up your valuable time.
3
Our platform has built-in compliance features, including automated opt-out management and adherence to messaging regulations, allowing you to text with confidence.
4
The AI can handle initial two-way SMS conversations, answer common questions, qualify leads based on responses, and alert you when manual intervention is needed for hot prospects.

How It Works

Import & Segment Lists

Upload your contact lists and define target segments.

Easily import your prospect lists. Use Deal Scale's smart segmentation tools to group contacts based on criteria like property interest, lead source, or engagement history for targeted campaigns.

AI Text Message Outreach

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 uses data from your imported lists (like name, city, last interaction) and allows you to insert personalization tokens into your message templates. It can also tailor responses in two-way conversations based on the prospect's replies and context.

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

Learn more

AI Text Message Outreach

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 Intelligent SMS Automation

Business Challenges

Bulk SMS blasting is impersonal, often ignored, and can damage brand reputation due to its spammy nature.

Manually sending individual texts to a large list of prospects is extremely time-consuming and not scalable for consistent outreach.

Ensuring SMS compliance (like TCPA, opt-outs) while running campaigns can be complex and risky if not managed properly.

Following up effectively via text and nurturing leads through SMS conversations requires timely and intelligent responses.

Our Solutions

Our AI Text Message Outreach crafts personalized, context-aware SMS messages that resonate with recipients, significantly improving engagement and response rates over generic blasts.

Deal Scale's AI automates the entire SMS outreach process, from list segmentation and message personalization to sending and reply management, freeing up your valuable time.

Our platform has built-in compliance features, including automated opt-out management and adherence to messaging regulations, allowing you to text with confidence.

The AI can handle initial two-way SMS conversations, answer common questions, qualify leads based on responses, and alert you when manual intervention is needed for hot prospects.

AI Text Message Outreach

Business Challenges

Our Solutions

How It Works

Import & Segment Lists

AI Text Message Outreach

Riley Davis

Frequently Asked Questions

★Featured Insight · InvestorsHow does the AI personalize text messages?

What compliance features are included for SMS outreach?

Can the AI handle actual conversations over SMS?

How are leads from SMS campaigns passed to my sales team?

Do I need to get my own phone number for sending texts?

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 Text Message Outreach

Open Source

Team Plan

Agency Plan

Enterprise

Deal Scale Intelligent SMS Automation

AI Text Message Outreach

Business Challenges

Our Solutions

How It Works

Import & Segment Lists

AI Text Message Outreach

Riley Davis

Frequently Asked Questions

★Featured Insight · InvestorsHow does the AI personalize text messages?

What compliance features are included for SMS outreach?

Can the AI handle actual conversations over SMS?

How are leads from SMS campaigns passed to my sales team?

Do I need to get my own phone number for sending texts?

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 Text Message Outreach

Open Source

Team Plan

Agency Plan

Enterprise

Deal Scale Intelligent SMS Automation