What is an MVP test plan and what metrics should be tracked in early-stage testing?

• A. A plan outlining experiments to test key hypotheses; track activation, engagement, conversion, retention, CAC, LTV.
• B. A marketing plan with a list of channels.
• C. A financial forecast for burn rate.
• D. A product roadmap without experiments.

Answer: (A)

An MVP test plan is a structured set of experiments designed to validate the assumptions behind your product and business model. In early-stage testing you want to quickly learn whether users experience real value, whether they adopt and keep using the product, and whether the business math adds up. The plan outlines the experiments you’ll run to test key hypotheses about onboarding, value delivery, pricing, and growth.

The metrics to track reflect these learning goals: activation shows whether users reach the moment where they realize value; engagement tracks how often and how deeply they interact with the product; conversion measures the move from sign-up or trial to a desired action such as paying or upgrading; retention indicates whether users come back over time; CAC (customer acquisition cost) gauges the expense to acquire a customer; and LTV (lifetime value) estimates the revenue a customer generates over their relationship with you. Together, these metrics help you decide whether to pivot or persevere and where to prioritize development and marketing efforts.

Choosing a marketing plan with channels misses the validation focus of an MVP test plan, as it emphasizes marketing tactics rather than validating core hypotheses. A financial forecast for burn rate concentrates on cash flow rather than learning about product-market fit or early viability. A product roadmap without experiments omits the systematic testing needed to confirm whether proposed features actually deliver value.