Contents
overview
Wag3s, a Web3 financial stack, addresses the complex on-chain data translation for DAOs, crypto teams, and freelancers. By integrating ChainGPT’s Web3 AI Chatbot & LLM and AI Crypto News Feed into its Label-to-Earn protocol, Wag3s overcame manual labeling challenges, boosting speed, accuracy, and user engagement, leading to significant operational and community growth within three months.
case in numbers
10K+
Community members.
68
Early B2B adopters.

Challenge: Lack of Standardized, Human-Readable Web3 Transaction Data

Before integrating ChainGPT, Wag3s faced one of the biggest obstacles in Web3 financial management: wallet transaction histories dominated by obscure contract addresses and raw on-chain calls.

Impact:

  • Manual labeling was tedious and error-prone
  • Users, especially new ones, struggled to accurately categorize transactions
  • Financial record preparation for compliance and tax reporting was slow, inconsistent, and expensive
  • This bottleneck undermined user satisfaction and adoption rates, impeding Wag3s’ broader growth and compliance strategy

Solution: ChainGPT’s Web3 AI Tools Embedded in Label-to-Earn Workflow

Wag3s adopted ChainGPT’s Web3 AI Chatbot & LLM and AI Crypto News Feed, embedding them seamlessly into its Label-to-Earn protocol. Now, when users connect their wallets and label transactions:

  • ChainGPT instantly analyzes on-chain data, suggesting protocol names, transaction categories, and contextual descriptions
  • Users can verify, edit, or accept AI-powered suggestions before finalizing labels, balancing automation with transparency and control
  • Resulting labeled data is not just more accurate, but also easier to use for financial reporting and compliance

The solution handled multi-chain contexts and fit directly into Wag3s’ planned public launch and roadmap, ensuring robust scalability.

Results: Faster, More Accurate, and Engaging Transaction Labeling

Since integrating ChainGPT, Wag3s has realized tangible improvements for both its users and its platform efficiency:

  • Decision-Making Speed: Users now categorize and label transactions faster thanks to real-time, parallel AI suggestions
  • Accuracy & Consistency: Reduced manual error rates, with growing AI training data feeding back into improved algorithmic performance
  • Gamified Engagement: Enhanced speed and reliability underpin Label-to-Earn’s point-based validation, boosting user satisfaction and retention
  • Onboarding & Activation: Frictionless first-label experiences for new users led to higher activation and ongoing engagement rates
  • Transparent Metrics: Wag3s tracks and publicly shares time-to-first-label, label accuracy rates, and completed tasks per user, demonstrating clear value to both B2B partners and the wider community

Why ChainGPT? (Advantages & Unique Selling Points)

  • Web3-Native Intelligence: Solutions deeply trained on blockchain data and workflows
  • Rapid Integration: API-first approach enabled a go-live in just three months with limited internal resource allocation
  • Scalable Multi-Chain Support: Alignment with Wag3s’ cross-chain ambitions and user base growth plans
  • Direct User Impact: Immediate, measurable improvements in task completion speed, accuracy, and satisfaction
  • Resource Efficiency: Allowed Wag3s to focus on its core innovation while ChainGPT handled AI-driven complexity

Wag3s Testimonial

“Accuracy and Web3-orientation — that’s exactly what we were looking for. Combining ChainGPT’s AI capabilities with our technology supercharges our Label-to-Earn protocol, delivering faster, more precise transaction categorization and setting a new standard for transparency in Web3 finance.”

— Djamil Chaib, CEO, Wag3s

Future Outlook

Wag3s plans to expand its ChainGPT integrations, supporting an increasing volume of users and transactions as its Label-to-Earn protocol heads toward public launch and aims for 10K+ monthly active users. By enriching its AI-driven training data and broadening cross-chain capabilities, Wag3s will continue setting the bar for transparent, efficient, and user-centric Web3 finance.

Significant Links

🧰 Explore ChainGPT API/SDK

💰 Apply for the Web3-AI Grant

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📚 Check out more ChainGPT Case Studies

About ChainGPT

ChainGPT provides specialized AI-powered APIs and SDKs tailored for Web3, simplifying blockchain integrations, accelerating innovation, and enabling real-time insights.