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Rarity scoring, similarity search, and collection intelligence at scale. We combine on-chain data with media understanding so marketplaces and creators get actionable insights.
Comprehensive solutions tailored to your business requirements
Trait rarity scoring, anomaly detection, and AI-driven valuation models across NFT collections using on-chain and metadata signals.
Image embedding-based similarity search and duplicate detection for provenance verification and marketplace discovery.
Narrative quality scoring, metadata hygiene checks, and collection-level analytics for creators and marketplace operators.
Wash-trading detection, bot activity monitoring, and suspicious pattern alerting to maintain marketplace trust.
Data-driven rarity and valuation insights for collectors
Provenance verification through visual similarity detection
Cleaner marketplaces with metadata quality enforcement
Fraud detection reducing wash-trading and bot manipulation
Better discovery through AI-powered search and recommendations
Creator tools for understanding collection performance
AI rarity scoring is more consistent and scales to millions of items, but novel artistic value still requires human curation. We combine statistical trait rarity with visual analysis and market signals for the most comprehensive scoring available.
Yes. Our image similarity search identifies near-duplicates across collections. Combined with on-chain provenance data and metadata analysis, we flag suspicious listings with confidence scores for marketplace review.
We analyze transaction patterns including wallet clustering, price manipulation signals, and timing anomalies. While sophisticated actors adapt, our models continuously learn from confirmed cases to improve detection rates.
We combine deep technical expertise with a product-first mindset to deliver solutions that work in the real world.
Seasoned engineers across blockchain, AI & web
200+ projects delivered globally
From discovery to production & beyond
