Interview Questions
Robyn AI
Product Growth Analyst

How would you find the “magic moment” in a user’s journey for Robyn?
I’d combine product analytics with user sentiment. First, track which features repeat users engage with in their first session using Posthog or Firebase. Then layer in quick feedback prompts to capture what felt valuable. The overlap between behavior and emotion? That’s your magic moment and the point we optimize onboarding toward.
Robyn AI
Product Growth Analyst

Share a growth or retention experiment you’ve run (or would run). What tools did you use?
I’d run an experiment testing whether emotional resonance during onboarding boosts retention. The idea: guide users through a short, interactive flow that reflects back their pain points using language they’d actually use. Then track if they return the next day or complete a key action. I’d use Firebase or Posthog to track completion rates, time-to-value, and retention cohorts. For feedback, I’d run micro-surveys in-app and on exit to capture emotional alignment. The goal would be to validate if “feeling understood” in the first session correlates with 7-day retention and use those insights to iterate fast.
Robyn AI
Product Growth Analyst

What’s a Gen Z-focused app you love and why?
One Gen Z focused app I love is TikTok and not just because I’m chronically online. What makes it special is how it reads you faster than you read yourself. The “magic” isn’t just the algorithm, it’s the immediacy of the feedback loop, the personalization, and the way it turns every user into both a consumer and a creator. I also spend a lot of time on Instagram, where identity curation, storytelling, and social proof blend into product discovery and brand interaction. I naturally gravitate toward platforms where UX decisions are clearly rooted in behavioral psychology, emotional momentum, and viral loops and TikTok/IG are masterclasses in all three.