Impact Mapping
A strategic planning technique that connects business goals to deliverables through a four-level map: Why (goal), Who (actors), How (behavior changes), and What (deliverables). It ensures every feature traces back to a measurable business impact.
Impact mapping, developed by Gojko Adzic, prevents the common disconnect between business strategy and development backlogs. By explicitly mapping the chain from goals through actors and their desired behavior changes to specific deliverables, teams can evaluate whether proposed features actually contribute to strategic objectives. If a feature cannot be traced through the map to a goal, it should be questioned.
For AI product teams, impact mapping clarifies whether AI is the right solution for a given goal. The map might reveal that the goal of reducing customer onboarding time requires changing the behavior of new users by helping them configure the product faster. Multiple deliverables could achieve this: an AI-powered setup wizard, improved documentation, or a simplified default configuration. The map makes it visible that AI is one option among several, enabling an honest comparison. Growth teams use impact maps to align experimentation with business goals and ensure that growth tactics target the right actors with the right behavior changes.
Related Terms
Product-Market Fit
The degree to which a product satisfies strong market demand. Achieving product-market fit means customers are actively seeking, using, and recommending your product because it solves a real and pressing problem for them.
Jobs to Be Done
A framework that defines customer needs as functional, emotional, and social jobs people hire products to accomplish. It shifts focus from demographic segments to the underlying progress customers are trying to make in specific circumstances.
Minimum Viable Product
The simplest version of a product that can be released to test a core hypothesis with real users. An MVP delivers just enough functionality to gather validated learning while minimizing development time and cost.
Minimum Lovable Product
An evolution of the MVP concept that emphasizes delivering enough quality and delight that early users genuinely love the product. It balances speed-to-market with the emotional engagement needed to drive organic word-of-mouth growth.
Design Sprint
A five-day structured process for rapidly prototyping and testing ideas with real users. Developed at Google Ventures, it compresses months of debate into a focused week of mapping, sketching, deciding, prototyping, and testing.
Lean Startup
A methodology for developing businesses and products through validated learning, rapid experimentation, and iterative releases. It emphasizes reducing waste by testing assumptions before building fully-featured solutions.