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White Space Is Not Always Opportunity: Why Competition Must Be Read Against Demand
An uncrowded category can mean untapped opportunity, or it can mean no one is buying. Competitive intensity only tells executives something once it is read against demand, and at the price point where the brand would actually compete.
The Data You Collect Once Is Already Wrong by the Time You Use It
The competitor most likely to undercut a new product's success is often the one that never appears on the list — an indirect substitute solving the same need. Mapping starts with the wrong question if it starts with "who sells what we sell."