Product discovery operates in two distinct modes: exploring and exploiting. Most teams default to exploitation — optimizing known problems with clear metrics — while neglecting exploration, which is broader, slower, and focused on uncovering unknown opportunities. Drawing on James G. March's 1991 organizational learning research, the post argues that companies like Kodak and Blockbuster failed by over-indexing on exploitation, while Apple and Netflix succeeded by balancing both. Practical exploratory techniques include open-ended user interviews, always-on feedback mechanisms, AI-assisted market research, dogfooding, and contextual observation. The key distinction: exploration looks for threads to pull, not assumptions to validate. Both modes are necessary — exploration surfaces opportunities, exploitation actions them.

11m read timeFrom antmurphy.me
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Why Explore is often missedDoing Both: What "Exploring" actually looks like
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