Introduction

Stargazer provides personalization layer for Open Finance. Our mission is to enable the next generation of personalized crypto products powered by consistent AI and tailored insights to improve user experience, automate workflows, and unlock precise incentives management.

What you can build with Stargazer

Stargazer offers a unified backend for AI powered on-chain personalization of any app, that powers real use cases:

• AI assistant: Plug-in AI chat with a full on-chain context, to provide a continuous flow of on-chain opportunities for any user to interact with your app.

• On-chain feed: Show personalized in-app insights based on user positions, wallet behavior, and overall market activity.

• Incentives management: Distribute incentives to the right wallets and make collabs that match your audience with precise wallet-level targeting.

• On-chain risk management: Use our comprehensive on-chain patterns of user behavior, token supply distribution, and activity manipulations in your risk strategies.

Alpha versions of these use cases are already live and available through our API,

AI Transformation Initiative

To let projects experience Stargazer today, we’re working on the AI Transformation Initiative. Participants get access to our private AI chat with Audience Categorization and BD Matchmaking, enabling them to form more effective partnerships and test our products in practice. This initiative already covers participants with 500k+ organic users and sets the stage for the public launch in Q4 2025.

Technical foundation

Under the hood, Stargazer applies the same graph tech that Big Tech is using in their recommendation engines, but based on non-biased, verifiable on-chain data. Our unified knowledge graph is also optimized for AI processing and solves one of the biggest problems of Crypto AI: inconsistency caused by fragmented data across multiple chains.

• Supported chains: Ethereum, Arbitrum, BNB, Base, Polygon, Optimism, opBNB (any EVM can be indexed).

• Scale: 1.7B+ unique wallet addresses, 73M+ tokens & dApps, ~200B decoded events.

• Data availability: From genesis to the latest block, with all events reconstructed according to smart contracts’ ABIs.

Our infrastructure ensures that every output from Stargazer is aligned with verifiable on-chain activity, giving developers, ecosystems, and users confidence in the AI-driven and personalized insights they use to improve their products and user experience.