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Joseph Choi

@JosephKChoi18,772 subscribers

📱 Private group for viral consumer app founders @ConsumerClub_ 🎙️ Host & Producer @Superwall Podcast 💼 Prev @Google @YouTube @UMich

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these UGC creators have driven 5 billion+ views for consumer apps in the past 90 days. I talked to Drew Levin from SideShift and he broke down the viral formats working right now (it's not just hook & demo anymore) full vid👇 0:00 - Sourcing UGC from apps driving 500M+ views 0:15 - Engineering virality and leveraging AI controversy 3:59 - The shift from massive influencer campaigns to authentic UGC 4:38 - New format strategy: 10-minute long-form story videos 5:57 - Using rage bait and health trends to capture watch time 8:40 - Scaling UGC programs with campaign managers and content coaches 9:29 - Creator Managers (logistics) vs. Content Coaches (creative feedback) 10:41 - The winning manager-to-creator scaling ratio 13:00 - Finding golden formats and frictionless creator onboarding 16:40 - Format Deconstruction: A 9.6M-view talking head case study 18:21 - Using engagement rate as a predictive virality indicator 24:44 - The "Duolingo-style" training program to mint new talent 29:00 - Case Study: Reaching #1 on the App Store via Spark Ads 29:44 - Protecting budgets: Isolating paid spend from creator bonuses 32:28 - Algorithmic and UI differences: Meta Partnership vs. TikTok Spark Ads 34:21 - The infinite growth glitch: Traffic quality of organic-boosted spend 35:45 - The 3-5x rule: Using paid spend to lift organic shadowbans 42:38 - Creator compensation: Retainer base vs. stacked milestone structures 44:06 - Payout optimization: Capitalizing on the "free view" framework 45:45 - What to expect: Realistic CPM progression over the first 90 days

Joseph Choi

22,442 次观看 • 25 天前

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so apparently the head of product at Cal AI previously founded a $2M ARR dating profile analyzer app AND was a designer at Robinhood, Snap, Meta most ppl see Cal AI as "the influencer growth case study" but when you watch how this guy thinks it's obvious that a thoughtful product team was key to the Cal AI story 0:00 Intro 1:48 Why Daniel picked the dating niche 4:45 The pre-launch Instagram playbook 5:39 Charging $15 for manual profile reviews before the app existed 6:30 The TikTok slideshow system 8:10 Unbranded to branded: how to warm up a new account 9:22 The Christmas Day post that did $5-6K in a single day 10:30 Scaling past organic with paid ads 11:05 Working with one influencer to fuel ad creative 13:14 Why the dating niche is brutal for influencer marketing 18:51 The photo pack upsell and the whales theory 19:36 Why he defaults the paywall to annual 23:02 The psychology behind onboarding screen order 26:03 Retention features that survive the 3-day trial 27:42 Groups, streaks, milestones, building network effects 30:23 What he learned at Cal AI, Robinhood, Snap, and Meta 35:32 Cal AI's design philosophy: three screens an influencer can show 37:10 Daniel's framework for picking a new app idea 40:53 Finding viral content niches before you build 44:27 The influencer-equity playbook for shipping multiple apps 46:52 Distribution strategies that are dying vs coming up 48:57 The Cal AI acquisition by MyFitnessPal 51:07 Final Thoughts

Joseph Choi

33,388 次观看 • 1 个月前