How It Works
Our multi-modal AI pipeline continuously scans, analyses, and matches listings across thousands of marketplaces to find exactly the part you need.
Unlimited AI scans included with every plan. Simple subscription pricing, no hidden costs.
Register Your Parts
Tell us exactly what you need. Our system ingests part metadata, visual descriptors, manufacturer details, and contextual keywords to build a comprehensive search profile.
AI Processes & Learns
Your part profile is processed through our multi-modal neural pipeline. The system generates semantic embeddings, visual fingerprints, and contextual markers that evolve with each scan cycle.
Distributed Scanning
Our orchestrated scanner fleet crawls thousands of marketplaces simultaneously. Each listing is processed through multiple matching layers - keyword analysis, semantic similarity, and visual comparison.
Instant Notifications
When our confidence threshold is met, you receive an immediate alert with match scores, listing details, and a direct link. Our scoring explains exactly why we flagged the match.
Advanced AI Architecture
Purpose-built neural systems trained specifically for marketplace discovery and rare part matching.
Multi-Modal Architecture
NEURALOur ensemble system combines text embeddings, visual feature extraction, and structured data analysis for comprehensive matching.
Adaptive Learning
SELF-LEARNINGFeedback loops continuously refine match weights. The system learns from confirmations and rejections to improve precision.
Confidence Scoring
EXPLAINABLEEvery match includes a transparent confidence breakdown. See exactly which signals triggered the alert and why.
Visual Recognition
VISION AIImage analysis extracts colour signatures, shape patterns, and distinctive features for visual similarity matching.
Why Collectors & Restorers Choose Us
300+ Marketplaces
eBay, breakers yards, specialist suppliers, auction houses, Facebook Marketplace, and dedicated parts platforms worldwide.
Real-Time Pipeline
New listings processed within minutes. Our distributed architecture ensures no listing slips through.
Enterprise Security
Bank-grade encryption, GDPR compliant, and your search data is never shared or sold.
Multi-Part Tracking
Monitor multiple parts simultaneously. Each runs through the full AI pipeline independently.