The Engagement dashboard focuses on the quality of interactions, not just how many there are.

You can filter results by time (e.g. last 30 days, all time) and by role (Admins, Staff, Students).

Learning Inquiry Depth

Shows how deep questions go, whether they are surface-level or detailed, exploratory questions.

• Helps measure whether students are using CurricuLLM for deeper learning, not just quick answers.
• If most inquiries are shallow → encourage teachers to model open-ended questioning and prompt students to “ask why” or “ask how” rather than just “what.”

Weekly Activity Score

Tracks how active students are in a given week compared with the previous one.

• Highlights whether usage is growing, stable, or dropping.
• If activity drops sharply → check for timetable changes, remind teachers of classroom uses, or provide refresher sessions for students.

Session Quality Index

Summarises how useful and productive conversations are overall.

• Combines measures like depth, responsiveness, and relevance.
• If session quality is low → provide guidance on asking clear, specific prompts, and encourage students to use follow-up questions to refine answers.

User Retention Rate

Shows how many users return regularly to use CurricuLLM over time.