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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 Social Graph Design

We architect and implement cryptographically secure social graph systems. Using zero-knowledge proofs and secure multi-party computation, we enable user discovery, reputation, and networking without exposing the underlying connection data.
Chainscore © 2026
overview
CORE SERVICE

Smart Contract Development

Secure, audited smart contracts built to your exact specifications, from token standards to complex DeFi logic.

We architect and deploy production-ready smart contracts that power your Web3 product. Our process delivers secure, gas-optimized code with a formal audit-ready foundation, ensuring your core logic is robust from day one.

From a 2-week MVP to a full protocol suite, we build with precision for your specific chain and use case.

  • Token Systems: Custom ERC-20, ERC-721, ERC-1155, and ERC-4626 vaults with advanced features like vesting, minting controls, and tax mechanics.
  • DeFi & DEX Logic: Automated Market Makers (AMMs), liquidity pools, staking contracts, and yield aggregators built on battle-tested patterns.
  • Utility & Governance: Multi-signature wallets, DAO frameworks, access control systems, and custom business logic for NFTs or membership.
  • Security First: Development follows OpenZeppelin standards and includes comprehensive unit/integration testing before your external audit.
key-features-cards
SECURE BY DESIGN

Core Cryptographic Capabilities We Implement

We architect social graphs with privacy as a first principle, using battle-tested cryptographic primitives to protect user data while enabling powerful social features.

benefits
TANGIBLE RESULTS

Business Outcomes of a Privacy-First Social Graph

Building on a privacy-preserving social graph isn't just a technical upgrade—it's a strategic business advantage. We deliver concrete outcomes that drive user growth, unlock new revenue, and build unshakeable trust.

01

Enhanced User Trust & Adoption

Users control their data with zero-knowledge proofs, leading to higher opt-in rates and engagement. Privacy becomes your product's unique selling proposition, not a compliance hurdle.

40-60%
Higher Opt-In Rate
3x
User Retention
02

New Monetization Streams

Enable permissioned data insights and targeted advertising without exposing raw user data. Create premium API access for verified, privacy-compliant data analysis.

New Revenue
Data-as-a-Service
Premium Tiers
Enterprise APIs
03

Regulatory Compliance by Design

Architected for GDPR, CCPA, and MiCA from day one. Minimize legal overhead and audit risk with data minimization and user-centric ownership models.

> 90%
Audit Readiness
Reduced
Compliance Cost
04

Superior Data Integrity & Security

Leverage on-chain verification and cryptographic attestations to eliminate fake accounts and Sybil attacks, ensuring a high-quality, trustworthy graph.

> 99.9%
Identity Assurance
Near-Zero
Sybil Penetration
05

Faster Product Iteration

Access a modular, interoperable graph to rapidly prototype features like social recovery, reputation-based lending, or community governance without rebuilding core infrastructure.

Weeks
Not Months
Reusable
Graph Modules
06

Competitive Market Differentiation

Stand out in crowded social/web3 markets by offering user-owned social capital. Attract privacy-conscious users and partners as a leader in ethical data practices.

Key Differentiator
For VCs & Users
Brand Loyalty
Long-Term Value
Infrastructure Decision Analysis

Build vs. Buy: Implementing a Private Social Graph

A detailed comparison of the total cost, risk, and resource commitment required for in-house development versus leveraging Chainscore's specialized platform.

FactorBuild In-HouseChainscore Platform

Time to Production

6-12 months

4-8 weeks

Initial Development Cost

$200K - $500K+

$50K - $150K

Core Security & Cryptography

High risk (custom, unaudited)

Low risk (battle-tested, audited)

Ongoing Protocol Maintenance

Dedicated 2-3 person team

Managed service with optional SLA

ZK/MPC Integration Complexity

Extreme (requires PhD-level expertise)

Built-in (abstracted for developers)

Data Provenance & Portability

Custom implementation required

Standardized, chain-agnostic framework

Scalability to 1M+ Users

Major architectural overhaul needed

Handled by platform architecture

Compliance & Privacy Audits

Your responsibility & cost

Included in platform certification

Total Cost of Ownership (Year 1)

$500K - $1.2M+

$80K - $200K

how-we-deliver
PROVEN METHODOLOGY

Our Delivery Process: From Architecture to Audit

A structured, transparent approach to building secure, scalable, and compliant privacy-preserving social graphs. We deliver production-ready systems, not just prototypes.

01

1. Architecture & Threat Modeling

We design your system's cryptographic foundation using Zero-Knowledge Proofs (ZKPs), MPC, or FHE, mapping data flows and identifying attack vectors before a single line of code is written.

Deliverable: Technical specification, threat model document, and architecture diagrams.

2-3 weeks
Design Phase
100%
Spec Review
02

2. Protocol & Smart Contract Development

Implementation of on-chain logic (Solidity/Vyper) and off-chain privacy protocols. We use battle-tested libraries like Circom, Halo2, and OpenZeppelin for secure, gas-optimized contracts.

Deliverable: Production-ready smart contracts and verifier circuits.

4-6 weeks
Avg. Build Time
ERC-4337/6551
Standards
03

3. Security Audit & Formal Verification

Every component undergoes rigorous internal review followed by a third-party audit from firms like Spearbit or Code4rena. Critical logic is formally verified using tools like Certora Prover.

Deliverable: Audit report, remediation plan, and formal verification certificates.

2 Audits
Minimum
0 Critical
Guarantee
04

4. Integration & Deployment

We handle the full deployment pipeline, including frontend SDKs, indexer setup (The Graph), and integration with existing user systems. Includes comprehensive monitoring and alerting from day one.

Deliverable: Live system on mainnet/testnet, SDK documentation, and admin dashboard.

< 1 week
Go-Live
99.9% SLA
Uptime
05

5. Ongoing Monitoring & Support

Post-launch, we provide 24/7 system monitoring, performance optimization, and protocol upgrades. We manage key infrastructure to ensure data integrity and privacy guarantees are maintained.

Deliverable: SLA-backed support, monthly health reports, and upgrade roadmaps.

24/7
Monitoring
1-hr
Response SLA
Technical & Commercial Considerations

Frequently Asked Questions on Private Social Graph Design

Get clear, specific answers to the most common questions from technical leaders evaluating privacy-preserving social graph infrastructure.

A complete design-to-deployment cycle typically takes 4-8 weeks. This includes a 1-week discovery and architecture phase, 2-4 weeks for core smart contract and zero-knowledge circuit development, and 1-2 weeks for integration, testing, and deployment. For complex, large-scale graphs or custom cryptographic primitives, timelines extend to 10-12 weeks. We provide a detailed project plan with weekly milestones.

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 Social Graph Design | Chainscore Labs | ChainScore Guides