Revenue Metrics and Key Performance Indicators Questions

Comprehensive understanding of revenue oriented and financial metrics used to assess business health, growth efficiency, go to market performance, and operational effectiveness. Includes recurring revenue measures such as Monthly Recurring Revenue and Annual Recurring Revenue, revenue run rate, gross and net revenue retention, churn and retention metrics, Customer Acquisition Cost and Customer Lifetime Value, average deal size and win rate, pipeline coverage, conversion rates by stage, deal velocity, and sales cycle length. Also covers finance and cash metrics such as Days Sales Outstanding, collections, contribution margin, unit economics, revenue growth rates, sales efficiency ratios including the magic number, and other RevOps indicators. Candidates should be able to define each metric, explain why it matters, compute it reliably across time windows and cohorts, handle attribution and edge cases, translate definitions into queries and dashboards, and articulate interdependencies among metrics. Includes building KPI frameworks that align to commercial goals, distinguishing leading versus lagging indicators, prioritizing metrics by company stage and business model such as land and expand versus enterprise sales, using metrics for forecasting and prioritization, and communicating frameworks to leadership and go to market teams while balancing incentives to avoid gaming.

EasyTechnical

37 practiced

Explain the difference between customer churn rate and revenue churn rate. Provide standard formulas, discuss which metric is more important for a land-and-expand SaaS model, and describe how you would detect whether churn is concentrated in large enterprise accounts or SMBs.

HardTechnical

32 practiced

Case study: Your SaaS has $20M ARR. Annual gross churn is 8% and expansion ARR is +10% (so net retention roughly 102% if aggregated). Average ACV is $50k, CAC per new customer is $25k, and quarterly S&M spend is $3M. Leadership targets 30% ARR growth next 12 months. Build a concise 12-month high-level forecast approach (assumptions and steps), compute net retention, approximate LTV and CAC payback (assume gross margin 75%), and recommend three prioritized strategic actions to hit the 30% growth target.

EasyTechnical

30 practiced

Briefly compare three revenue forecasting approaches: top-down, bottom-up, and weighted-pipeline. For each approach, list strengths and weaknesses, and indicate at what company stage or situations each approach is most appropriate (e.g., early-stage PLG, mid-stage sales-led, enterprise sales).

EasyTechnical

40 practiced

How do you calculate average deal size (annual contract value or ACV) and win rate from CRM opportunity data? Describe how to handle edge cases like renewals, multi-year deals, split opportunities, and reopened opportunities so that your averages and win rates reflect true new-business performance.

EasyTechnical

35 practiced

Define contribution margin and describe how to compute unit economics for a subscription product. Include step-by-step elements: revenue per unit (ARPU or ACV), variable costs per unit, CAC, and the role of fixed costs. Explain how contribution margin helps you decide pricing and whether to pursue a new customer segment.

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