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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

Decentralized Social Graph Analytics

Build custom analytics engines that process on-chain social graph data to deliver insights on network growth, influencer mapping, community health, and engagement trends for Web3 social platforms and DAOs.
Chainscore © 2026
overview
CORE SERVICE

Smart Contract Development

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

We architect and deploy audit-ready smart contracts for DeFi, NFTs, and enterprise applications. Our development process ensures zero critical vulnerabilities before mainnet deployment, using battle-tested patterns from OpenZeppelin and rigorous internal testing.

  • Custom Logic: Tailored Solidity 0.8+ contracts for tokens (ERC-20, ERC-721, ERC-1155), DEXs, staking, and governance.
  • Security-First: Multi-stage review process, including formal verification for critical functions, to prevent exploits.
  • Gas Optimization: Code engineered for up to 40% lower gas costs, directly impacting your users' transaction fees.
  • Full Lifecycle: From specification and development to deployment, verification on Etherscan, and post-launch monitoring.

We deliver contracts that are not just functional, but are secure, efficient, and maintainable assets for your project's long-term success.

key-features-cards
ENTERPRISE-GRADE INSIGHTS

Core Capabilities of Our Analytics Engines

Our purpose-built analytics engines process billions of on-chain social interactions to deliver actionable intelligence, helping you understand user behavior, identify trends, and drive product decisions.

01

Real-Time Social Graph Mapping

Continuously index and map relationships (follows, likes, shares, mints) across major social protocols (Lens, Farcaster) with sub-2-second latency. Enables live community dashboards and trend detection.

< 2 sec
Indexing Latency
10+
Protocols Supported
02

Customizable Engagement Metrics

Define and track KPIs specific to your dApp—engagement velocity, influencer reach, content virality scores, and wallet cohort analysis—through a no-code dashboard or full API access.

50+
Pre-built Metrics
API-first
Access
03

Anomaly & Sybil Detection

Proprietary algorithms identify inorganic growth, bot networks, and spam campaigns across social graphs. Protect your platform's integrity and ensure authentic user growth.

99.8%
Detection Accuracy
Real-time
Alerts
04

Cross-Protocol Identity Resolution

Resolve fragmented user identities (ENS, Lens handles, Farcaster FIDs) into unified profiles. Understand a user's complete social footprint across the decentralized web.

Unified View
Per User
Privacy-first
Design
05

Predictive Analytics & Forecasting

Leverage historical on-chain social data to model community growth, predict token engagement cycles, and forecast content performance using machine learning models.

ML-powered
Models
Historical Data
2+ Years
06

Enterprise-Grade Data Pipeline

Fully managed infrastructure with 99.9% uptime SLA, SOC 2 compliance, and dedicated data warehousing. Export raw or aggregated data to Snowflake, BigQuery, or your data lake.

99.9%
Uptime SLA
SOC 2
Compliant
benefits
ACTIONABLE INSIGHTS

Business Outcomes for Your Platform

Move beyond raw data. Our analytics deliver specific, measurable improvements to your platform's core metrics, from user engagement to revenue growth.

01

Hyper-Personalized User Feeds

Increase user retention by 40%+ with dynamic content feeds powered by on-chain social graphs and interaction history. We deliver the recommendation engine, not just the data.

40%+
Avg. Retention Lift
< 100ms
Feed Generation
02

Sybil-Resistant Reputation & Airdrops

Launch targeted airdrops and governance with 90%+ reduction in Sybil attacks. Our graph clustering identifies authentic user clusters and high-value community members.

90%+
Sybil Attack Reduction
Real-time
Cluster Analysis
03

Monetize Social Influence

Identify top 1% of influencers and high-signal communities to drive partnerships and sponsored content. We provide the engagement scoring model and wallet-level analytics.

Top 1%
Influencer Identification
ERC-6551 Ready
Monetization Layer
04

Cross-Protocol Community Mapping

Unify user identities across Lens, Farcaster, and EVM chains into a single actionable profile. We handle the schema mapping and data unification pipeline.

10+
Protocols Supported
Single API
Unified Access
05

Predictive Churn & Growth Signals

Proactively re-engage at-risk users and double down on high-potential cohorts. We deliver predictive models trained on historical on-chain social behavior.

85% Accuracy
Churn Prediction
Daily Updates
Cohort Scoring
06

Audit-Ready Compliance & Reporting

Generate immutable, verifiable reports for token distributions, community grants, and DAO voting. Built with privacy-preserving zero-knowledge proofs where required.

Immutable
Audit Trail
ZK-Proof Ready
Privacy Layer
Infrastructure Decision Matrix

Build vs. Buy: Custom Engine vs. Generic Analytics

Compare the total cost of ownership and technical outcomes between developing a custom social graph analytics engine in-house versus using Chainscore's specialized platform.

Key FactorBuild In-HouseGeneric Analytics APIChainscore Platform

Time to Deploy MVP

6-12 months

2-4 weeks

2-4 weeks

Initial Development Cost

$250K - $600K+

$5K - $15K (API credits)

$50K - $150K (setup)

Annual Maintenance & Ops Cost

$150K - $300K (2-3 engineers)

$20K - $50K (API fees)

Included in SLA

Lens Protocol & Farcaster Integration

Custom, high-risk

Basic, generic endpoints

Native, optimized subgraphs

Real-time On-Chain Event Processing

High complexity, custom indexers

Limited, batch-based

Sub-second, event-driven

Custom Metrics & Algorithm Development

Full control, high dev cost

Not possible

White-label, configurable

Security & Data Integrity

Your responsibility

Vendor risk

Audited pipelines, 99.9% SLA

Support & Upgrades

Internal team burden

Community/forum

Dedicated engineering support

how-we-deliver
PREDICTABLE DELIVERY

Our Development & Delivery Process

A transparent, phased approach to building your decentralized social graph analytics platform, designed for technical founders who need reliable execution and clear milestones.

01

Discovery & Architecture Design

We map your data requirements to on-chain and off-chain sources (Lens Protocol, Farcaster, ENS) and design a scalable data ingestion and indexing architecture.

1-2 weeks
Duration
100%
Requirements Locked
02

Smart Contract & Indexer Development

Build custom data oracles and subgraphs to extract social interactions. We develop with Solidity 0.8+ and OpenZeppelin patterns, ensuring security from day one.

3-4 weeks
Development Sprint
Audited
Security Standard
03

Analytics Engine Integration

Implement the core analytics logic—calculating influence scores, mapping follower graphs, and generating insights—using battle-tested frameworks like The Graph and Ponder.

2-3 weeks
Integration Phase
Sub-second
Query Latency
04

Staging & Security Audit

Deploy to a staging environment matching mainnet conditions. All smart contracts and critical logic undergo a formal internal security review before launch.

1-2 weeks
QA & Review
Zero Critical
Bug Tolerance
05

Production Deployment & Monitoring

We handle the mainnet deployment and establish real-time monitoring dashboards for data pipeline health, indexer sync status, and API performance.

< 1 week
Go-Live
99.9%
Uptime SLA
06

Ongoing Support & Iteration

Receive dedicated technical support, performance reports, and priority development slots for new features based on your evolving analytics needs.

24/7
Support
Weekly
Performance Reviews
tech-stack
BUILT ON PROVEN INFRASTRUCTURE

Technology & Protocol Expertise

We deliver social graph analytics by integrating directly with the core protocols that power Web3 social. Our deep expertise ensures reliable data ingestion, accurate relationship mapping, and actionable insights.

Decentralized Social Graph Analytics

Frequently Asked Questions

Get clear answers on our process, security, and outcomes for integrating on-chain social data into your application.

We deliver a production-ready analytics pipeline and API suite. This includes: a custom-built indexer for protocols like Lens Protocol, Farcaster, and CyberConnect; a set of core analytics models (e.g., influencer identification, community clustering, engagement trend analysis); and a secure GraphQL or REST API endpoint. You receive the complete codebase, deployment scripts, and documentation for your team to own and operate.

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
Decentralized Social Graph Analytics | Chainscore Labs | ChainScore Guides