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Follow-Your-Click

Follow-Your-Click is a benchmark and evaluation framework that measures and analyzes multimodal language models’ ability to follow user click signals during interactive document navigation.

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Follow-Your-Click is an AI-powered system for fine-grained, click-level analysis of user interactions on web interfaces. Instead of treating user behavior as coarse events (such as page views or sessions), it models each individual click in context, enabling detailed understanding of how users navigate, explore, and complete tasks. The tool leverages large language models to interpret click sequences, UI elements, and page content, producing structured insights about user intent, decision points, and friction areas.

Key capabilities include representing full interaction trajectories, linking each click to its visual and semantic context, and generating interpretable descriptions of user behavior over time. Follow-Your-Click can be used to analyze usability tests, understand drop-off in complex flows, evaluate alternative interface designs, and study how real users discover and use features. It supports research in human-computer interaction, user experience, and behavioral modeling by providing a data-driven, sequence-based view of interaction.

Tags

click-level user behavior analyticsinteraction trajectory analysisusability testing insightsUX researchers and designersfine-grained web analytics

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