1
Volume ≠ Pipeline
170k emails and 44 opps proved the problem was targeting, not effort. Less volume, better signals, 48x more results.
2
Two Sides Need Two Engines
Growing a marketplace means building separate acquisition systems for supply and demand in parallel.
3
Speed Closes Deals
Sub-5-minute personalised replies outperformed every sequence. Response time became a competitive advantage.
4
Signals Stack
App Store + Shopify + Product Hunt + RB2B — layering intent sources compounded relevance at every step.