Hitesh Malhotra.
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NextLeap: Engineering Engagement via Behavioral Nudges

A data-driven PRD targeted at increasing weekly course completion rates through automated WhatsApp notification architectures.

RetentionNotification StrategyProduct OpsEdTech

Solving the 'Drop-off' Crisis: NextLeap reminders

The Strategic Problem

NextLeap identified a significant week-over-week decay in assignment completion rates. Analysis revealed that the primary culprit wasn't lack of interest, but lack of time. The core demographic—high-performing working professionals—struggled to balance tight work schedules with LMS-based learning, often missing critical deadlines simply due to lack of awareness.

The Mission: Shift the burden of 'remembering' from the user to the platform by implementing a proactive WhatsApp notification engine.


User-Centric Validation

Deep research into user personas (Shreya, 3 YOE; Aryaan, 5 YOE) highlighted two distinct psychological barriers:

  • The Bandwidth Wall: Users find manual LMS checks tiring after a full workday.
  • The Clarity Gap: Doubts in weekly activities often go unaddressed, leading to terminal frustration and subsequent drop-offs.

By launching automated WhatsApp reminders, we aimed to lower the barrier to entry for the LMS, turning a 10-minute task of "checking what's due" into a 2-second passive notification read.


The Solution: WhatsApp Notification Matrix

We proposed an integrated notification architecture designed for friction-free engagement:

  • WhatsApp Integration: Leveraging the highest-retention communication channel in India to ensure 100% reach.
  • Feature Set:
    • Daily deadline alerts and automated follow-ups.
    • User-controlled frequency and timing preferences.
  • Future-Proofing: Planning for AI-powered scheduling based on individual calendars and workload patterns.

Success Infrastructure

Success isn't just a "Launch" button; it's a measurement matrix:

  • Primary Metric: Weekly Activity Completion Rate (WACR) growth.
  • Engagement (L1): Conversion rate of fellows scheduling reminders vs total cohort.
  • Loyalty (L2): Net Promoter Score (NPS) specifically tracking enthusiasm toward the notification feature.

"In EdTech, retention is the only real revenue metric. If they don't complete the work, they don't see the value."

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