App Masters · 2026-04-18
The Secret User Psychology Behind 100M Users’ App
App Masters birthday livestream with Colin Hodge, founder of the casual dating app DOWN (originally Bang With Friends), presenting the psychology framework from his book: get noticed, inspire action, keep users coming back. Concrete results: lengthening DOWN's onboarding from 12 to 15 steps with a threesome question lifted D3 retention and matches 18% and paid conversion 26%; a free 'poke' gift at a live streaming app doubled retention and lifted free-to-paid 50%; ASO drives 80-90% of DOWN's organic downloads (300K+/month).
Play the episode9 tactics
Numbers mentioned
| Who | Metric | Value | Context | When |
|---|---|---|---|---|
| DOWN | users | 17M users approximate | Total users grown since 2013 | 5:22 |
| DOWN | growth rate | +10 x approximate | Revenue growth over the last few years | 5:22 |
| Live streaming app Colin worked at after selling DOWN | users | 60M–70M users approximate | Users grown while Colin worked there | 5:45 |
| aggregateOther dating apps Colin grew after selling DOWN | users | 10M–20M users approximate | 5:45 | |
| personColin Hodge, across all apps he has grown | users | 100M users approximate | Over 100M users across the apps he grew; the title's '100M users' figure | 2:53 |
| DOWN | retention | +18% | Day 3 retention lift from the longer onboarding with the threesome question | 37:50 |
| DOWN | growth rate | +18% approximate | Matches and conversations lift from the longer onboarding | 37:50 |
| DOWN | conversion rate | +26% | Paid conversion lift from the longer onboarding; paywall unchanged | 38:02 |
| DOWN | count | 12 steps | Onboarding length before the test (one question per step); raised to 15 | 36:08 |
| Live streaming app Colin worked at after selling DOWN | retention | +100% approximate | Retention of users in the experiment after adding the free gift/poke | 46:37 |
| Live streaming app Colin worked at after selling DOWN | conversion rate | +50% approximate | Free-to-paid conversion lift from the free gift/poke | 46:37 |
| DOWN | share | 80–90% approximate | Share of organic downloads that come from App Store optimization (search) | 50:13 |
| DOWN | downloads | 300K downloads/month approximate | Over 300K downloads a month | 50:13 |
| DOWN | downloads | 4M downloads/year approximate | Closing in on 4M a year (speaker first said 400k, then corrected to 4 million a year) | 50:13 |
| DOWN | count | 20 keywords approximate | Top keyword searches DOWN competes for; most traffic comes from keyword search, not category browsing | 24:24 |
| DOWN | count | hundreds approximate | App icon variants tested | 21:33 |
| benchmarkApp store platform fee on in-app sales | commission rate | 30% approximate | Share of app sales going to Apple/Google; Colin's argument for investing in ASO ('you're already paying rent') | 49:31 |
| Clubhouse | count | 2 invitesper user approximate | Invites each Clubhouse user got | 27:35 |