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Explain the simple formula for calculating Customer Lifetime Value (LTV) (using Average Revenue per User and Churn Rate). Identify two distinct, product-led growth (PLG) initiatives that directly and positively influence the LTV.
Explain the concept of the K-Factor (Viral Coefficient). List 3 specific product features (e.g., referral program, multi-user accounts) that...
For a B2C language learning app, define a clear North Star Metric (NSM). Explain why this metric is superior to simple 'Monthly Active Users...
Explain the formula for calculating Customer Acquisition Cost (CAC). Propose 3 specific, actionable marketing or sales strategy changes (e.g...
Outline a simple method for forecasting MRR for the next 3 months. The method must account for: 1. Starting MRR, 2. Churn Rate (expansion/co...
Design a single-screen dashboard for a Product Manager. Specify the 5 most critical Product KPIs (e.g., Feature Adoption, Time-to-Value) tha...
Explain the significance of Net Revenue Retention (NRR) being above 100% for a growth-stage SaaS company. List the three revenue sources (Ne...
Explain the concept of Expansion Revenue (Net Upgrades). List 4 distinct, measurable activities (e.g., upsell of features, price increase, c...
Explain the purpose of Cohort Analysis for SaaS metrics. Describe how to set up a monthly cohort to track the Retention Rate of customers ov...
Develop a simple Lead Scoring Model for a sales-assisted SaaS. Assign point values (0-10) to 5 different user activities (e.g., website visi...
List 4 key components that typically make up the Cost of Goods Sold (CoGS) for a cloud-hosted SaaS product (e.g., AWS/GCP fees). Explain why...
Design a single-screen dashboard for a Marketing Manager. Specify the 5 most critical Marketing KPIs (e.g., MQLs, CAC, Website Conversion Ra...
Based on a list of churn reasons (e.g., Cost, Missing Feature, Switched to Competitor), propose a Mitigation Strategy (Product, Pricing, or ...