📑Smart Segments

A segmentation layer built on behavioral, transactional, and temporal traits. Enables wallet clustering for profiling, targeting, and comparative analysis.

Technical Detail

• Clustering engine uses hybrid rulesets and statistical models (not ML-based black boxes).

• Segments are based on behaviors like LP rotation, farming patterns, governance votes, and swap paths.

• Each wallet can belong to multiple overlapping segments.

Capabilities

• Define custom wallet clusters (e.g. long-term stakers on L2s who ignored airdrops).

• Profile users by strategy, risk tolerance, and smart contract interaction patterns.

• Integrate these segments into other modules like Alerts and Dashboards.

Example Use Case

A protocol launches a loyalty program targeting “resilient LPs” and defines this group using Smart Segments’ filters for wallets that did not withdraw liquidity during price drops.