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Free 30-min Web3 Consultation
Book Consultation
Smart Contract Security Audits
View Audit Services
Custom DeFi Protocol Development
Explore DeFi
Full-Stack Web3 dApp Development
View App Services
Free 30-min Web3 Consultation
Book Consultation
Smart Contract Security Audits
View Audit Services
Custom DeFi Protocol Development
Explore DeFi
Full-Stack Web3 dApp Development
View App Services
Free 30-min Web3 Consultation
Book Consultation
Smart Contract Security Audits
View Audit Services
Custom DeFi Protocol Development
Explore DeFi
Full-Stack Web3 dApp Development
View App Services
LABS
Services

Privacy-Preserving Generative NFT Analytics

Implement a secure analytics platform that uses zero-knowledge proofs and MPC to analyze user interactions with generative NFTs, delivering insights while protecting wallet privacy and personal data.
Chainscore © 2026
overview
CORE SERVICE

Smart Contract Development

Secure, production-ready smart contracts built by Web3 specialists.

We architect and deploy custom smart contracts that form the secure, automated backbone of your application. Our development process is built on audited code patterns and rigorous testing to ensure reliability from day one.

  • Protocols: ERC-20, ERC-721, ERC-1155, ERC-4626, and custom standards.
  • Security: Development with OpenZeppelin libraries, formal verification, and pre-audit reviews.
  • Delivery: Full deployment packages with documentation, test suites, and verification scripts.

We deliver contracts you can trust, reducing audit cycles and accelerating your time-to-market by 2-4 weeks.

key-features-cards
ENTERPRISE-GRADE INFRASTRUCTURE

Core Capabilities of Our Privacy-First Analytics

Our analytics platform delivers actionable NFT market intelligence without compromising user privacy or exposing sensitive on-chain data. Built for teams that need to move fast and comply with evolving regulations.

benefits
ACTIONABLE INSIGHTS

Business Outcomes for NFT Platforms

Our privacy-preserving analytics deliver concrete, measurable results that directly impact your platform's growth, security, and user trust.

01

Real-Time Market Intelligence

Access anonymized, on-chain data to identify trending collections, predict floor price movements, and optimize your marketplace strategy without compromising user privacy.

< 1 sec
Data Latency
100%
Anonymity Guarantee
02

Enhanced Fraud Detection

Proactively identify wash trading, spoofing, and suspicious wallet clusters using zero-knowledge proofs, protecting your platform's integrity and user assets.

99.9%
Detection Accuracy
Real-time
Alerting
03

Optimized Royalty Enforcement

Leverage granular, privacy-compliant transaction analysis to ensure creator royalties are accurately tracked and enforced across secondary sales.

100%
Audit Trail
Automated
Compliance
04

Personalized User Experiences

Build secure, privacy-first recommendation engines and loyalty programs based on aggregated user behavior, driving engagement and retention.

40%+
Engagement Lift
Zero PII
Data Policy
05

Informed Treasury Management

Make data-driven decisions on platform-owned NFT acquisitions, staking strategies, and liquidity provisioning with full visibility into market dynamics.

Portfolio ROI
Metric Tracked
Risk-Adjusted
Strategy
06

Regulatory & Compliance Readiness

Generate compliant transaction reports and audit trails for regulatory bodies using privacy-preserving techniques, future-proofing your platform.

GDPR/CCPA
Standards Met
Automated
Reporting
The Strategic Choice for NFT Platforms

Build vs. Buy: Implementing Privacy-Preserving Analytics

Compare the total cost, risk, and time investment of developing a custom solution in-house versus leveraging Chainscore's specialized platform for privacy-preserving generative NFT analytics.

FactorBuild In-HouseChainscore Platform

Time to Production-Ready MVP

6-9 months

4-6 weeks

Initial Development Cost

$250K - $500K+

From $75K

Core Expertise Required

ZK-SNARKs, MPC, On-chain Analytics

API Integration

Security & Audit Overhead

High (Requires external audit)

Included (Pre-audited protocols)

Ongoing R&D & Maintenance

2-3 FTEs ($300K+/year)

Managed Service (SLA optional)

Data Privacy Guarantees

Custom Implementation Risk

Formally Verified (e.g., zk-SNARK)

Supported Chains & Standards

Limited to team's capacity

Ethereum, Solana, Polygon, Base, ERC-721, ERC-1155

Analytics Feature Velocity

Slow (Months per feature)

Fast (Weeks, via platform updates)

Total Cost of Ownership (Year 1)

$550K - $800K+

$75K - $200K

how-we-deliver
PROVEN PROCESS

Our Implementation Methodology

We deliver production-ready, privacy-preserving analytics through a structured, four-phase approach designed for security, speed, and seamless integration.

01

Phase 1: Privacy Architecture Design

We design a custom zero-knowledge proof (ZKP) or secure multi-party computation (MPC) architecture tailored to your NFT collection's traits and market data. This ensures on-chain privacy for wallet holdings and trading patterns while enabling verifiable analytics.

ZK-SNARKs / MPC
Privacy Framework
2-4 days
Design Sprint
02

Phase 2: Secure Data Pipeline Build

We implement resilient indexers and oracles to ingest raw NFT transaction data from Ethereum, Solana, and Polygon. Data is encrypted and processed off-chain before any privacy-preserving computation begins, ensuring raw data never touches a public chain.

EVM + Solana
Chain Support
99.5%
Data Accuracy SLA
03

Phase 3: Analytics Engine & Smart Contract Deployment

We develop the core analytics logic (e.g., rarity scoring, trend prediction) and deploy the verifiable smart contracts. Contracts are built with Solidity 0.8+ or Anchor, using OpenZeppelin libraries, and are ready for formal verification.

OpenZeppelin
Security Standard
< 1 week
Avg. Deployment
04

Phase 4: Integration & Frontend SDK

We provide a lightweight SDK or API for seamless integration into your existing platform, dashboard, or minting site. Includes documentation for querying privacy-preserving insights without exposing underlying user data.

TypeScript SDK
Primary Delivery
1-2 days
Integration Support
security
CORE SERVICES

Smart Contract Development

Secure, production-ready smart contracts built by experts for DeFi, NFTs, and enterprise applications.

We deliver audited, gas-optimized contracts on EVM and Solana that form the backbone of your protocol. Our development process includes formal verification and integration with OpenZeppelin libraries to ensure security from day one.

  • Custom Logic: Tailored ERC-20, ERC-721, and bespoke token standards.
  • DeFi Primitives: Automated Market Makers (AMMs), lending/borrowing pools, and staking mechanisms.
  • Enterprise Systems: Multi-signature wallets, upgradeable proxy patterns, and cross-chain bridges.

We guarantee zero critical vulnerabilities in our final audit report.

From initial architecture to mainnet deployment, we provide a turnkey solution. This includes comprehensive documentation, a test suite with >95% coverage, and a deployment package ready for your team. Projects typically move from spec to testnet in 2-3 weeks.

Privacy-Preserving Analytics

Frequently Asked Questions

Get clear answers on how we deliver confidential, on-chain insights for generative NFT projects.

We use a multi-layered privacy architecture. This includes zero-knowledge proofs (ZKPs) for on-chain data aggregation, differential privacy for collection-level metrics, and secure multi-party computation (MPC) for cross-wallet analysis. Raw wallet addresses and transaction links are never exposed in our dashboards or APIs. Our system outputs aggregate trends—like floor price movement or rarity distribution—without revealing individual holder behavior.

ENQUIRY

Get In Touch
today.

Our experts will offer a free quote and a 30min call to discuss your project.

NDA Protected
24h Response
Directly to Engineering Team
10+
Protocols Shipped
$20M+
TVL Overall
NDA Protected Directly to Engineering Team
Privacy-Preserving NFT Analytics | Chainscore Labs | ChainScore Guides