Internal Tool Case Study

Nexus Lead Engine

A high-performance B2B lead generation platform designed to bridge the gap between raw map data and actionable sales intelligence.

Nexus App Interface

Macro Map Sweeps

Utilizes Python microservices to perform recursive sweeps of geographic regions, extracting business names, categories, and coordinates with high precision.

AI Social Discovery

Integrated AI SERP agents crawl the web to find management profiles, LinkedIn URLs, and decision-maker contact info that standard scrapers miss.

Voice Agent Ready

Infrastructure built to pipe enriched data directly into Retell AI for automated qualification calls and real-time lead scoring.

The Data Pipeline

1

Ingestion & Scraping

FastAPI backend triggers a multi-threaded Python scraper that pulls raw data from map APIs and local business registries.

2

Enrichment Layer

The system pushes domain names to an AI agent that scans for social presence, glassdoor ratings, and executive leadership names.

3

Delivery

Enriched leads are stored in Supabase and pushed via Webhook to CRM systems (GoHighLevel) for immediate outreach.

Experience the Engine

You can explore the live dashboard as it stands today. Note that advanced AI scraping features require a dedicated API key for full functionality.