Track viral coefficient (K) as a directional compass, but ground decisions in quality: invitation-to-acceptance rate, referred user activation, and downstream retention. A smaller K with higher retention can beat noisy spikes. Align metrics with your model: product-led motions prefer activation and expansion over vanity counts of raw invitations.
Favor privacy-respecting attribution that preserves user trust. Use tokenized links, post-signup self-report, and cohort trends to estimate uplift rather than surveilling every click. If recipients often hear about you from multiple places, apply fractional or incrementality methods, not last-click dogma. Integrity in measurement sustains credibility with customers and teams.
All Rights Reserved.