Clustie

About Clustie

Clustie is an AI-powered audience segmentation platform designed for Shopify-based direct-to-consumer brands and agencies running Meta Ads campaigns. It transforms raw Shopify purchase data into predictive audience segments, identifying high-intent customers and higher-value buyers through machine learning models. These segments automatically sync to Meta Ads accounts, eliminating manual list building and data mapping. The platform provides real-time activation and reporting dashboards that highlight top-performing audiences and performance opportunities. Setup is streamlined with low-complexity flows, including one-click or three-click activation options that require no technical expertise. Clustie positions itself as an alternative to traditional rule-based segmentation and standard lookalike workflows by leveraging first-party purchase data and predictive modeling to improve ad targeting precision. Recent updates have reduced time-to-activation from 22 days to 2.7 days, with reported improvements in return on ad spend (ROAS) lift. The tool is available as a Shopify plugin and via web API, catering to e-commerce sellers, marketers, and agency teams focused on performance-driven ad campaigns.

Key features

• ✓Predictive audience creation from Shopify purchase history
• ✓Automatic syncing to Meta Ads accounts
• ✓Real-time activation and performance reporting dashboards
• ✓Low-complexity setup with 1-click/3-click activation flows
• ✓Machine learning models for high-intent customer identification
• ✓Web API and Shopify plugin integration options
• ✓ROAS lift reporting and performance visibility
• ✓Alternative to rule-based and lookalike audience segmentation

Use cases

• ✓Building high-intent audiences for Meta Ads from Shopify data
• ✓Reducing manual audience segmentation workflows for e-commerce brands
• ✓Improving ad targeting precision for D2C brands and agencies

Frequently asked questions about Clustie