Data Enrichment Pipeline
Turn incomplete company records into full intelligence profiles
Start with a company name and country. End with verified decision maker contacts, professional emails, social profiles, domain intelligence, and a completeness score. The 12-stage enrichment pipeline recursively processes each company until it reaches a configurable quality threshold -- no manual intervention, no missing data gaps.
How It Works
A fully automated pipeline that handles every step from discovery to delivery.
Input Normalization
Auto-detect CSV/Excel columns, normalize company names, resolve domains from names via multi-query search.
Domain Validation
DNS resolution, MX record check, SPF/DKIM/DMARC analysis, bad domain filter (18 domains blocked), social/hosting domain detection.
Website Crawling
5-layer scraping hierarchy: static HTTP, JS data extraction, structural page classification, semantic analysis, Playwright browser rendering.
Contact Extraction
4-method cascade finds decision makers: JSON-LD structured data, team card CSS patterns, heuristic proximity analysis, LinkedIn URL extraction.
Email Discovery
4-layer Node.js pipeline: passive OSINT (DNS/DMARC/Wayback), direct website crawl, multi-engine search, Google Playwright.
Email Prediction
8-pattern prediction engine generates candidates for each contact. Pattern learning adapts to domain-specific email formats.
Social Enrichment
8-platform discovery: LinkedIn, Twitter, Facebook, Instagram, YouTube, GitHub, Crunchbase, Glassdoor. Cross-platform profile linking.
Intelligence Modules
7 pluggable modules: DNS intel, tech stack detection, email pattern analysis, social detection, domain age, SSL intel, WHOIS intel.
Recursive Enrichment
Completeness scorer evaluates each company 0-100. If below threshold, the company re-enters the pipeline for deeper enrichment passes.
Verification & Export
8-check SMTP verification, 14-rule junk removal, entity dedup, 5-dimension scoring, and multi-format export.
Use Cases
CRM Data Cleaning
Take your existing CRM records and enrich them with fresh website data, verified emails, and updated contact details. Fill gaps in company records.
Lead List Enrichment
Enrich purchased or scraped lead lists with decision maker contacts, verified emails, and social profiles. Transform raw data into actionable intelligence.
Company Database Building
Start with industry keywords or company name lists. Build a comprehensive database with full company profiles, contacts, and intelligence.
Domain Intelligence
Analyze target domains for technology stack, email infrastructure, social presence, and corporate structure. 7 intelligence modules provide deep analysis.
Recursive Quality Control
Set a quality threshold (e.g., 80/100). Companies below the threshold automatically re-enter the pipeline for additional enrichment passes.
Multi-Source Triangulation
Entity graph correlates data from multiple sources. Confidence scores increase when data points are confirmed across independent sources.
See It In Action
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Frequently Asked Questions
Everything you need to know about our platform.
Still have questions?
Our team can walk you through the pipeline, pricing, and your use case.
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“LeadsLogix replaced 4 tools in our sales stack. The pipeline runs automatically and the data quality is exceptional.”
Enrich Your Data
Upload a CSV of companies. The 12-stage pipeline enriches every record with contacts, emails, social profiles, and domain intelligence -- recursively until quality thresholds are met.