Sophie, senior product manager

I joined a Series B SaaS company six months ago. The product is good. The pricing page is a mess. We have four tiers, all named after vague adjectives ("Basic," "Plus," "Premium," "Ultimate"), and our trial-to-paid conversion rate is stuck in the low single digits. The CEO keeps asking why, and I've been struggling to give an answer that isn't "we need more data."

This book gave me the answer. Actually, it gave me several answers, organized by chapter.

Chapter 2 (on pricing tier names) made me realize we'd never tested whether our labels meant anything to our users. We ran a quick qualitative study — five customers, five prospects, show them the tiers without features, ask what kind of person would choose each — and the results were damning. Nobody could distinguish between "Plus" and "Premium." They were just words on a screen. We're testing new labels next month, anchored to user identity rather than feature counts.

Chapter 8 (on the trial-to-paid bridge) was even more valuable. We'd been sending upgrade prompts on a fixed schedule: day 3, day 7, day 14. Nobody had ever asked whether our users had actually experienced value by day 3. Looking at the data, our activation moment — the point where a team creates a project with at least two collaborators — happens, on average, on day 6. Our day 3 upgrade prompt was landing on users who hadn't even used the product yet. No wonder it wasn't converting. We're moving that prompt to trigger after the activation event, not before it. The early results are promising.

The book isn't perfect. Some chapters are overly detailed (I didn't need seven pages on the philosophy of catalogue attributes), and the tone occasionally veers into "thoughtful observer" territory when I just wanted the practical takeaway. But I've dog-eared more pages in this book than in any business book I've read in years. If you're a product manager trying to untangle a pricing or conversion mess, start here.