We architect and deploy custom smart contracts that are secure, gas-optimized, and tailored to your specific use case. Our team specializes in Solidity and Rust, delivering contracts for DeFi, NFTs, DAOs, and enterprise applications.
LABS
Services
Mobile Social Feed Algorithm Consulting
We design and implement ranking algorithms for mobile SocialFi apps that intelligently combine on-chain reputation, token holdings, and governance activity with traditional engagement metrics to maximize user retention and platform growth.
Chainscore © 2026
overview
CORE SERVICE
Smart Contract Development
Secure, production-ready smart contracts built by Web3 experts for your protocol or dApp.
We focus on security-first development, reducing your audit time and mitigating critical risks before deployment.
- Comprehensive Development: From initial design and
OpenZeppelinintegration to deployment and verification on mainnet. - Security & Auditing: Rigorous internal reviews using industry-standard tools like
SlitherandMythX. - Gas Optimization: Expert-level code to minimize transaction costs and maximize user savings.
- Post-Deployment Support: Monitoring, upgradeability planning, and maintenance for long-term reliability.
key-features-cards
ENGINEERED FOR SCALE
Our Algorithm Development Capabilities
We architect and deploy high-performance social feed algorithms designed for mobile-first engagement, data sovereignty, and sustainable growth. Our solutions are built on verifiable, on-chain data primitives.
01
On-Chain Reputation & Curation
Design and implement reputation scores and content curation logic using on-chain activity (transactions, governance, NFT holdings) to surface high-quality, relevant content. Mitigates spam and sybil attacks.
>90%
Spam Reduction
<100ms
Score Latency
02
Personalized Feed Ranking
Develop real-time, ML-driven ranking models that adapt to user on-chain/off-chain behavior. Optimize for key metrics like daily active users (DAU) and session duration without compromising decentralization.
40%+
DAU Increase
Real-time
Model Updates
04
Token-Gated & Community Feeds
Implement algorithm logic for token-gated content, exclusive community feeds, and weighted voting systems based on ERC-20, ERC-721, or ERC-1155 holdings to foster engaged ecosystems.
Multi-Token
Support
Gas-Optimized
Verification
06
Cross-Platform Sync & State Management
Engineer resilient state management and feed synchronization systems for seamless user experiences across mobile web, native apps, and desktop, ensuring consistency and data integrity.
99.9%
Sync Reliability
Offline-First
Architecture
benefits
DELIVERABLES
Business Outcomes for Your SocialFi Platform
Our algorithm consulting translates directly into measurable platform growth and user retention. We deliver specific, auditable improvements to your core metrics.
01
Enhanced User Retention
Deploy ML-driven feed ranking that increases average session duration by 30-50% and daily active user (DAU) stickiness. We implement on-chain activity signals for personalized content discovery.
30-50%
Longer Sessions
2-3x
Higher DAU/MAU
02
Optimized Creator Economics
Design and implement fair, transparent reward algorithms that boost creator earnings by 40%+ and attract top talent. We ensure Sybil resistance and align incentives with platform goals.
40%+
Creator Earnings Boost
< 1 sec
Reward Calculation
03
Scalable Content Moderation
Integrate automated, on-chain reputation scoring and AI moderation to reduce harmful content by over 90%. Our systems maintain sub-second latency at scale of 1M+ daily posts.
> 90%
Harmful Content Reduction
< 1 sec
Moderation Latency
04
Faster Time-to-Market
Leverage our pre-built, audited algorithm modules and A/B testing framework to launch your v1 feed in under 4 weeks, not months. We handle integration with your existing smart contracts.
< 4 weeks
V1 Launch
Pre-Audited
Core Modules
Make an informed decision for your Web3 social product
Build vs. Buy: Social Feed Algorithm Strategy
A detailed comparison of the time, cost, and risk involved in developing a custom social feed algorithm in-house versus partnering with Chainscore Labs for a proven, scalable solution.
| Key Factor | Build In-House | Partner with Chainscore |
|---|---|---|
Time to Initial Launch | 4-9 months | 4-8 weeks |
Core Algorithm Development | Your team (2-3 engineers) | Pre-built, customizable modules |
Initial Development Cost | $150K - $400K+ | $50K - $150K |
Smart Contract Security | High risk (requires external audit) | Low risk (pre-audited, battle-tested) |
On-Chain Data Integration | Custom indexing & oracles | Integrated with 50+ protocols |
Content Moderation Tools | Built from scratch | Pre-configured filters & ML models |
Ongoing Maintenance & Updates | Your team's responsibility | Included with optional SLA |
Total Cost of Ownership (Year 1) | $300K - $700K+ | $80K - $200K |
Scalability to 1M+ Users | Requires significant re-architecture | Built-in horizontal scaling |
how-we-deliver
PREDICTABLE, TRANSPARENT, AND RESULTS-DRIVEN
Our 4-Phase Delivery Process
We deliver your mobile social feed algorithm through a structured, collaborative process designed for speed, quality, and measurable impact. Each phase has clear deliverables and milestones.
01
Phase 1: Discovery & Architecture
We conduct a technical deep-dive to define your feed's core logic, data sources, and scoring mechanisms. Deliverables include a detailed technical specification and a high-level system architecture diagram.
1-2 weeks
Duration
Spec + Architecture
Key Deliverable
02
Phase 2: Algorithm Design & Prototyping
Our data scientists design and model the core ranking algorithms (e.g., collaborative filtering, content-based scoring). We build a functional prototype to validate logic and performance with sample data.
2-3 weeks
Duration
Prototype + Models
Key Deliverable
03
Phase 3: Development & Integration
We engineer the production-ready algorithm, build the API layer, and integrate it with your mobile app's backend. Includes performance optimization and load testing.
3-4 weeks
Duration
Deployed API
Key Deliverable
04
Phase 4: Launch & Optimization
We manage the production launch, implement real-time monitoring dashboards, and establish a feedback loop using A/B testing to continuously tune the algorithm for engagement and retention.
Ongoing
Duration
Live System + Dashboard
Key Deliverable
Technical Implementation
Social Feed Algorithm Consulting FAQs
Answers to common technical and commercial questions about our algorithm development and optimization services for Web3 social platforms.
We follow a structured 4-phase approach: Discovery & Audit (1 week) to analyze your current feed, user data, and goals. Algorithm Design (1-2 weeks) where we architect the ranking model, define key signals (on-chain activity, social graph, engagement), and create a technical spec. Implementation & Integration (2-3 weeks) for on-chain/off-chain development, smart contract deployment, and frontend SDK integration. Testing & Tuning (1-2 weeks) for A/B testing, parameter optimization, and performance validation. We use agile sprints with weekly demos.
ENQUIRY
Get In Touch
today.
Our experts will offer a free quote and a 30min call to discuss your project.
NDA Protected
Confidentiality24h Response
Time to ValueDirectly to Engineering Team
No Sales Fluff10+
Protocols Shipped
$20M+
TVL Overall