Category: Growth & Advanced Tactics

7 articles

Referral Program Design: Building Viral Loops That Turn Customers into an Acquisition Channel

Referral program design is more than a reward and a link — it is a loop built on trigger timing, incentive structure, low-friction sharing, and fast payoff. This guide breaks down why most referral programs fail, how to structure incentives without inviting fraud, and how brands like Dropbox and Airbnb turned happy customers into a compounding acquisition channel.

Conversion Rate Optimization Framework: A Step-by-Step Guide to Running A/B Tests That Actually Move Revenue

Most A/B tests fail because teams test the wrong things, stop too early, or measure vanity metrics instead of revenue. This step-by-step conversion rate optimization framework covers research-backed hypotheses, prioritization scoring, clean test design, skeptical analysis, and building a repeatable testing cadence that compounds results over time.