Business Context

TechCorp is launching a new project management tool aimed at small businesses. As part of the product development phase, the product team needs to define success metrics that will gauge the tool's performance post-launch. The VP of Product is particularly interested in understanding how these metrics can reflect user engagement and retention over the first quarter after launch.

Metric Scenario

The product has a target of acquiring 10,000 users within the first month and aims for a 30% retention rate at the end of the first quarter. Stakeholders are asking for a clear definition of key performance indicators (KPIs) that will help track user engagement and retention, along with a plan to measure these metrics effectively.

Requirements

1. Define at least three key success metrics for the product launch, explaining their relevance.
2. Describe how each metric will be calculated, including any necessary data points.
3. Propose a method for monitoring these metrics over the first three months post-launch.
4. Identify potential challenges in measuring these metrics and suggest solutions.

Available Data

• user_signups table: user_id, signup_date, source, subscription_type
• user_engagement table: user_id, session_date, time_spent, features_used
• user_retention table: user_id, last_active_date, churn_date, feedback_score

Constraints

• The analysis must be ready within two weeks to inform the product launch strategy.