“Our first real growth experiment, we were actually still the data team at this time, was to connect a quick Python script to the Twilio API that we had access to. And we SMSed a bunch of drivers through a CSV that we uploaded that said like, Hey, you're acceptance rate is really low. You're not supposed to do that. Please accept all the rides that you are getting. And that actually increased acceptance rates by two percent across the board.”
quote is from the automated transcript, cleaned for reading:
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Insight
Widjaja: Scaled products should target 60% week-over-week retention for free tiers
“If users are coming back, if it's a free product, 60%, right? It has to be at least 60% if it's a free product week over week. If it's a paid product, I usually look at that more as like maybe 20 to 30%.”
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“I think the sentimentality of a conglomerate is very different in Southeast Asia. So we've grown up with, you know, a specific conglomerate owning, not just the mall that you go to, but also the apartment building that you live in and the school that you go to…”
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“The data you get back generally does not change, but it's precision will. So mathematically speaking, you're going to get the same level of trends, but the precision at which you understand those trends will become more deep if you have more data. But the unde…”
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