Customer-Led Development: The Complete Table of Contents

Every chapter of Customer-Led Development, Spencer Shulem's book on building what customers want when AI can build anything. Read the free essays or get th

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The complete chapter list for Customer-Led Development: How to Build What Your Customers Want When AI Can Build Anything by Spencer Shulem.

Want all of it? 26 of these 26 chapters are published free as essays below. The rest are in the book, with every statistic cited. Get Customer-Led Development on Kindle →


The book is built on three systems: the Customer-Led Organization (how customer truth flows through your company), Customer-Led Development (every feature traces to a named customer, every promise is tracked, every loop is closed) and Customer-Led Growth (champions and learning loops).

Before you start

The chapters

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Customer-Led Development collects all 26 chapters in order, with the 10-day sprint, the Promise Tracking Board and a week-by-week plan for your first eight weeks. Buy it on Kindle →