GraphAI Lens - Create your own Sub-Graph

This section provides an overview and user guide for GraphAI Lens - our new structured approach to subgraph creation.

Introduction to GraphAI Lens and Subgraph Creation

GraphAI Lens is the new way to create structured, AI-ready subgraphs within GraphEngine. Each Lens acts as a pre-built template focused on a specific type of on-chain behaviour. By using Lenses, users no longer need to design a subgraph from scratch. Instead, they can deploy a Lens, input a few key parameters, and start generating structured data streams immediately.

This approach ensures every subgraph stays consistent, reliable and AI-ready. It also prevents hallucinations and enables faster deployment of insights for any token, wallet or contract address supported by GraphEngine.

Available Lenses

We are progressively rolling out multiple Lenses to cover key on-chain behaviours:

• Token Lens (currently active): Tracks token movements, wallet cohorts, emissions, liquidity shifts and more.

• DEX Lens (coming soon): Tracks liquidity pools, swaps, mints, burns and LP behaviours.

• Wallet Lens (coming soon): Tracks activity of selected wallets across multiple contracts.

• Stablecoin Yield Lens (coming soon): Monitors stablecoin yield, risk and performance across supported protocols.

Important Notes on Subgraph Creation

• Chain Scope: Subgraphs currently track activity on the selected chain only (Base at this stage).

• Contract Scope: Subgraphs only track the specified token contracts or LP pairs chosen at creation time.

• Approval Process: All creation requests are reviewed and approved by the GraphAI team before going live. This ensures no spam, inefficient or duplicate subgraphs are created.

• Data Ingestion Timing: Data ingestion begins after the subgraph has been approved. Only transactions from that point forward are captured.

• Backfilling: Backfilling of historical data to a point in time in the past is not yet available but is planned as a future feature.