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LABS
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Account Abstraction Social Session Analytics
Data-driven insights for SocialFi platforms built on ERC-4337. We deliver analytics on user session patterns, gas sponsorship efficiency, and social transaction bundling to reduce drop-off and increase retention.
Chainscore © 2026
overview
FOUNDATION
Blockchain Infrastructure
Enterprise-grade, multi-chain infrastructure that scales with your Web3 application.
Deploy production-ready infrastructure in days, not months, with full observability and security.
- Managed RPC/API Endpoints: Dedicated, load-balanced nodes with rate limiting and analytics.
- Indexing & Data Feeds: Custom subgraphs and real-time event streams for on-chain data.
- Validator Services: Secure staking and validation for PoS networks with monitoring dashboards.
- Security & Compliance: SOC 2 Type II aligned infrastructure with DDoS protection and private networking.
key-features-cards
SOCIAL SESSION INTELLIGENCE
Core Analytics Capabilities for Smart Accounts
Go beyond basic transaction tracking. Our analytics platform provides deep, actionable insights into user behavior within social sessions, enabling data-driven product decisions and superior user experiences.
benefits
ACTIONABLE INSIGHTS
Business Outcomes: From Data to Growth
Our Account Abstraction Social Session Analytics transforms raw blockchain data into a strategic asset, delivering measurable improvements in user engagement, retention, and revenue.
02
Session-Based Retention Analysis
Measure user retention not by wallet address, but by session activity. Analyze patterns across paymaster-sponsored, batched, and social login sessions to reduce churn and improve LTV.
03
Gas Sponsorship ROI Dashboard
Quantify the impact of your paymaster strategy. Our analytics correlate gas sponsorship costs with user acquisition, transaction volume, and protocol revenue, providing clear ROI metrics for your growth budget.
04
Real-Time Fraud & Anomaly Detection
Monitor for suspicious patterns in Account Abstraction user ops. Our system flags abnormal session behaviors and potential Sybil attacks, protecting your protocol and user funds.
05
Cross-Chain Engagement Insights
Understand how your users interact across Ethereum, Polygon, Arbitrum, and other EVM chains within a single abstracted session. Uncover opportunities for strategic multi-chain deployment.
06
Custom Cohort Analysis & Reporting
Segment users by behavior, acquisition channel, or asset holdings. Generate automated reports on cohort performance to inform product development and marketing strategy.
Compare Implementation Paths
Technical Specifications & Deliverables
A detailed comparison of building Account Abstraction Social Session Analytics in-house versus leveraging Chainscore's managed service.
| Factor | Build In-House | Chainscore Managed Service |
|---|---|---|
Time to Production | 4-6 months | 2-4 weeks |
Initial Development Cost | $150K - $300K+ | $25K - $75K |
Smart Contract Security | Requires external audit ($30K-$100K) | Pre-audited, battle-tested modules |
Supported AA Standards | ERCs 4337, 6900, 7579 (choose one) | All major standards with modular selection |
Analytics Dashboard | Custom build required | Included with real-time dashboards |
Multi-Chain Deployment | Custom integration per chain | Out-of-the-box for Ethereum, Polygon, Arbitrum, Base |
Session Key Management | Build from scratch | Secure, non-custodial key management included |
Ongoing Maintenance & Updates | 1-2 FTEs ($200K+/year) | Included with optional SLA |
Uptime & Reliability SLA | Your responsibility | 99.9% SLA with 24/7 monitoring |
Total Year 1 Cost | $350K - $500K+ | $50K - $150K |
how-we-deliver
A PREDICTABLE PATH TO PRODUCTION
Our Implementation Process: From Integration to Insights
We provide a structured, transparent process to integrate Account Abstraction Social Session Analytics into your dApp, ensuring rapid deployment and actionable insights.
01
Architecture & Integration Planning
We conduct a technical deep-dive to design a custom analytics architecture for your specific AA wallet (ERC-4337, Safe{Wallet}) and social login providers (Web3Auth, Privy).
1-3 days
Initial Scoping
Zero Downtime
Integration Guarantee
02
Secure SDK & Event Hook Deployment
Our lightweight SDK captures user operations, gas sponsorship events, and session data. We implement secure event listeners on your UserOperation mempool and bundler endpoints.
< 50ms
Event Latency
SOC 2 Type II
Data Compliance
03
Real-Time Data Pipeline Activation
We activate our real-time processing pipeline to normalize AA data (signatures, paymaster usage, session keys) and social logins, delivering structured events to your dashboard.
< 1 second
Data Freshness
100%
Event Fidelity
04
Dashboard Configuration & Insight Delivery
We configure your private analytics dashboard with pre-built reports on user onboarding friction, paymaster cost analysis, session retention, and wallet interaction funnels.
24 hours
Dashboard Setup
15+
Core Metrics
The Infrastructure Decision for Your AA Social Product
Build vs. Buy: Why Specialized Analytics Matter
Compare the total cost, risk, and time investment of building your own Account Abstraction analytics pipeline versus leveraging Chainscore's managed service.
| Capability | Build In-House | Chainscore Managed Service |
|---|---|---|
Time to Initial Deployment | 4-6 months | 2-4 weeks |
Initial Development Cost | $150K - $300K+ | $25K - $75K |
Annual Maintenance & DevOps | $80K - $150K | Included in SLA |
Smart Contract Event Indexing | Custom, requires RPC management | Pre-built for ERC-4337, 6551, 7579 |
User Session & Intent Analytics | Build from scratch | Out-of-the-box dashboards |
Real-time Alerting & Anomaly Detection | Complex to implement | Pre-configured for gas spikes & failed ops |
Security & Audit Overhead | High (your responsibility) | Managed (SOC 2 Type II compliant) |
Scalability to 1M+ Wallets | Significant re-architecting | Handled automatically |
Integration Support | Your team | Dedicated solutions engineer |
Account Abstraction Analytics
Frequently Asked Questions
Get clear answers on how our analytics service integrates, scales, and delivers value for your Web3 application.
Our platform provides granular insights into user sessions powered by ERC-4337 and ERC-6900. Track user operations (UserOps) volume, gas sponsorship costs, bundler & paymaster performance, session key usage, and user retention rates. We decode complex interactions to show you which features drive engagement and where users drop off.
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