Lead Intelligence Engine | Open Source

What is the Lead Intelligence Engine?

The **Lead Intelligence Engine** is an autonomous social monitoring system. It scans the web and social networks for posts demonstrating **real buying intent**, filters the noise, and utilizes an automation robot to initiate WhatsApp contact instantly.

Advanced Search Usage of "Google Dorks" to find hidden opportunities on Instagram and LinkedIn.

Lead Scoring Weighting logic that differentiates a "curious" person from an "urgent buyer".

Auto-Responder Local engine (PyAutoGUI) that sends messages without depending on expensive paid APIs.

Cloud Sync Full integration with Firebase for remote control of the entire operation.

Autonomous Conversion Cycle

1

Monitoring: The Python engine scans social platforms using randomized User-Agents.

2

Extraction: AI extracts names, post text, profile links, and phone numbers (if available).

3

Qualification: The system assigns a Score (0-100) based on intent keywords.

4

Action: The WhatsApp Bot detects the new "hot" lead and triggers a personalized greeting.

Technical Architecture

Python 3.12 BeautifulSoup4 HTTPX (Async) Firebase Admin PyAutoGUI

social_engine.pySCRAPER

async def search_real_leads(self, platform, keywords, region):
    # Smart Query: site:instagram.com "looking for" developer
    query = f'site:{platform}.com "looking for" {keywords} {region}'
    headers = {"User-Agent": self.ua.random}
    response = await self.client.get(f"https://duckduckgo.com/lite/?q={query}")
    return self.parse_results(response.text)

Getting Started (Setup)

Follow these steps to configure your own lead mining center:

1. Repository: git clone https://github.com/RaviMarket/Lead-Intelligence-Engine.git

2. Dependencies: pip install firebase-admin httpx beautifulsoup4 fake-useragent pyautogui

3. Firebase: Place your service-account.json in the core_engine/ folder.

4. Execution: Run the scraper (python core_engine/main.py) and the response robot (python whatsapp_sender/sender.py).

Anti-Ban Safety: The system features random pauses of 2-5 minutes between sends to simulate human behavior and protect your WhatsApp number.