Before launching the platform, we had already run dozens of influencer campaigns, gaining valuable insights into how brands and creators collaborate. But once we introduced automation, new challenges emerged: delays, inaction, and communication breakdowns. To uncover the root causes, I led a mixed-method research effort:
•A/B Testing & Email Metrics: We tested different email formats (visual vs. plain-text, subject line variations, CTA positioning) and tracked open, click-through, and conversion rates to identify what truly drove action.
•Behavioral Tracking: We monitored user sessions to understand how and when users interacted with campaign pages — including login frequency, time spent on specific steps, and points of drop-off.
•User Interviews: We conducted targeted interviews with both brands and influencers to uncover pain points around communication, delays, and expectations when using the platform.