Drop a name. Get everything.
9-stage recursive research from any seed input
Give LeadsLogix a company name, domain, phone number, address, ZIP code, or social media URL. The autonomous research engine runs 9 stages in parallel, scores completeness, and re-enters the pipeline for any company below threshold. No manual intervention required.
The Manual Research Problem
Recursive Autonomous Research
Nine stages run in parallel. Completeness scoring decides whether to re-enter the pipeline. Research stops when the score exceeds your threshold.
Any Seed Input
Start from company name, domain, phone, address, ZIP code, or social media URL. The engine identifies the company and discovers missing identifiers.
9-Stage Pipeline
Website discovery, 5-layer crawling, decision maker extraction, LinkedIn X-ray, email discovery, email prediction, social enrichment, validation, and verification.
Recursive Re-Entry
Companies scoring below threshold re-enter the pipeline with new seed data from previous passes. Each pass discovers more.
Completeness Scoring
0-100 score based on field coverage: website, contacts, emails, phone, address, social profiles, tech stack, industry.
Parallel Execution
Stages 1-6 run in parallel per company via asyncio.gather. Three concurrent workers per company: scraping + email + LinkedIn.
Cross-Run Learning
Knowledge store feeds validated facts back into future research runs. Companies researched once are enriched faster on re-runs.
9-Stage Research Pipeline
Each stage processes data sequentially with full checkpoint/resume capability.
Company Identification
From any seed input, identify the company and discover its official domain.
Website Crawling
5-layer scrape hierarchy: static, JS data, structural, semantic, browser. Max 15 pages, 3 browser renders.
Decision Maker Extraction
4-method contact extraction: JSON-LD, team cards, heuristic proximity, LinkedIn X-ray.
LinkedIn Discovery
Multi-engine X-ray search for company employees. Zero LinkedIn API required.
Email Discovery
4-layer Node.js pipeline: passive OSINT, direct crawl, multi-engine search, Google Playwright.
Email Prediction
8-pattern prediction for discovered contacts: first.last@, f.last@, first@, etc.
Social Enrichment
8-platform social media discovery with cross-platform profile linking.
Validation & Dedup
Entity resolution, fuzzy dedup, confidence scoring, and 14-rule junk removal.
Completeness Check
Score 0-100. Below threshold -> re-enter pipeline with new seeds from this pass.
Technical Workflow
# Full pipeline from CSV python tools/autonomous_research.py --input companies.csv # Single company from name python tools/autonomous_research.py --company "Acme Corp" --country US # Single domain python tools/autonomous_research.py --domain acme.com # Custom threshold and passes python tools/autonomous_research.py --input data.csv --max-passes 5 --threshold 80 # Resume interrupted run, skip verification python tools/autonomous_research.py --input data.csv --resume --skip-verify
API Access
/api/v1/researchStart autonomous research from any seed input. Returns research ID for status polling.
/api/v1/research/{id}/statusResearch progress: current stage, completeness score, pass number.
/api/v1/research/{id}/resultsFull research results: company profile, contacts, emails, social, tech stack.
/api/v1/research/batchBatch research for up to 500 companies. Returns batch ID.
Use Cases
Account Research
Full company profile from a name or domain: website, contacts, emails, social, tech stack -- ready for outreach.
Event Follow-Up
Drop exhibitor names from a trade show. Get complete profiles with decision makers and verified emails.
Territory Mapping
Research all companies in a ZIP code or region. Build territory-specific prospect databases.
Competitive Intelligence
Research competitor companies to understand their team structure, tech stack, and social presence.
Investor Due Diligence
Research portfolio companies or investment targets from minimal seed data.
Market Entry Research
Research companies in a new market or industry from directory listings or event rosters.
Industry Applications
SaaS Sales
Research tech companies from domain or product name. Tech stack detection included.
Manufacturing
Research exhibitors from trade show booth numbers or company names.
Professional Services
Research firms from partner names or office addresses.
Financial Services
Research firms with regulatory compliance data from registry lookups.
Performance Metrics
Platform Preview
See how LeadsLogix processes, verifies, and delivers your leads in real time.
Research Dashboard
Real-time progress across 9 stages with completeness scores per company.
Company Profile
Complete enriched profile: website, contacts, emails, social, tech stack, industry.
Recursive Passes
Score improvement across multiple passes showing diminishing returns.
Integrations
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.