Enrich Pipeline Architecture
Data enrichment pipeline: Website scraping, social media collection, and email discovery/validation
Service Flow
Pipeline Position
Upstream
Discovery (Google Maps Scraper)
Downstream
Cold Email & Cold Calling
Database Outputs
websitesCompany dataemployeesContact personssocial_profilesPlatform profileswebsite_changesChange historyServices
Total Services6
Social Platforms9
AI ModelsOpenRouter
Service Breakdown
Website Scraper
AI-powered extraction using OpenRouter. Extracts employees, social links, contact info.
Change Detector
Monitors scraped websites for updates. Triggers re-scraping when changes detected.
Social Collectors
9 platforms via Brightdata API: LinkedIn, Instagram, Facebook, X, YouTube, etc.
Email Finder
Pattern-based email generation from names and company domains.
Email Validator
SMTP verification via Reacher. Validates deliverability of discovered emails.