Joseph Choi
Hosts the Superwall YouTube podcast, interviewing consumer-app founders and growth operators, and runs Consumer Club, a Discord for app founders. Says he has talked to 700+ app founders; wrote a widely shared doc on sourcing “scrappy creators instead of influencers”.
Strong on: asking operators for tactical detail; aggregating what top consumer-app teams do.
Bias to keep in mind: episodes carry sponsor reads (Superwall, SideShift, Rork, SpyTok) and promote his paid community; treat guest claims as practitioner anecdotes.
Sources: sources/youtube/superwall/.
Notes citing Joseph Choi
- Can creators sell your app? Creator–app fit and the "magic moment"The tests for whether influencer/UGC marketing will work for an app — a seconds-long on-screen "magic moment", a deep pool of creators already making content your app slots into, and few competing brands — and what to do when the app itself isn't visual.
- Choosing creator niches by what the viewer wants (and reading the comments)Why on-topic creators (UFC fighters, mukbang, recipe and Love Island accounts) flopped for Cal AI while day-in-the-life fitness creators and moms printed, the comment-section test for niches and individual creators, and spotting creators before they blow up.
- Content creators vs influencers — which to hire for an appWhy Coconote hired content creators (good videos, small followings) instead of influencers, why Cal AI's ex-influencer lead now runs UGC alongside influencers, and the trade-off — UGC gives cheaper views, established influencers give trust that converts.
- Creative volume and hit rate — why you need dozens of ads per winnerPaid social for apps is a volume game — one operator saw 1 winner per ~85 videos and ~$800k of $1.5–1.8M spend wasted; teams now ship 400+ concepts/month, test in cheap geos, and treat flat, "stable" performance as a sign they stopped searching for breakout creatives.
- Creator outreach at scale — funnel math, emails, calls and referralsHow Cal AI signed 2,000–3,000 creators from ~220,000 contacted (25 assistants sending ~2,000 emails a day, AI-handled replies, a sales call, $100–200 referral bonuses), plus Coconote's rule for spotting reachable creators and why relationships compound.
- Credibility vs relatability — matching creator, hook and buyerDawson Gibbs's framework — considered purchases (flights, buying a business) need credible creators ("I'm an ex-flight attendant"), impulse products need relatable ones ("I'm broke like you") — and how a wrong creator ICP brought 45% churn at SMB Market until older creators and borrowed credibility fixed it.
- Free-trial toggle — let users choose trial vs pay now (and price them differently)Put a "skip free trial" toggle on the paywall so users pick trial or immediate purchase — Riz charges $9.99/week with a 7-day trial or $6.99/week without; Cal AI keeps one price; on transaction-abandonment offers give a deeper discount (90% vs 80%) for buying without a trial; ~10% pick no trial.
- Go viral yourself before hiring UGC creatorsWhy founders should find repeatable viral formats themselves before paying UGC creators, how Nicole Cheung researches a niche before posting, and the limits of organic views as a download channel.
- Growing an app without paid ads — Cal AI, Coconote and WeWard comparedSide-by-side numbers and choices of three apps that scaled mainly on organic channels — Coconote ($1M ARR in 4 months, no paid ads, ~50% EBITDA), Cal AI (creators, then paid after a few months, $30/yr for mindshare) and WeWard (PR only for 4 years) — and when each added paid.
- How many plans to show and how to display pricesShow 2–3 plans so the main one has an anchor (removing a monthly decoy tanked sales), and break prices down per period — a per-month/per-week display lifted conversion 38%.
- How to find, vet and pay UGC creators for an appNicole Cheung's UGC creator program economics — $10–30 base per post (min 500 views) plus decreasing-CPM view bonuses — and where to recruit creators (SideShift, Discord inbound, micro-influencer outreach).
- Judge paywall tests on net revenue after refunds (matured cohorts)Trial-start lifts from forcing tactics (no X, undismissable discount) can be wiped out by refunds — BoldVoice's refunds rose more than trial starts — so score paywall experiments on net revenue after refunds per exposed user on a matured cohort (trial + ~1 week + ≥2 weeks).
- Lead ads with the product's "magic moment" (often an AI feature)Features that make people react — PhotoRoom's AI background removal, Simply Draw bringing a child's drawing to life, Cal AI's photo-to-calories, Pingo's AI roasting pronunciation — make the best ad hooks, cut CAC and can unlock markets that never worked with paid ads.
- Mass creator outreach for paid UGC ads — email at scale, Telegram, perpetual rightsHow Boost App Social built a pipeline of ~300 UGC ad creatives — thousands of cold emails a day to creators' bio addresses, VA-run negotiation in Telegram, $100 upfront, and perpetual-rights contracts that also transferred with the app when it was sold.
- Measuring creator and UGC attribution (RPM, spikes, vanity URLs, codes)Practical ways to attribute organic creator content to revenue — reading per-post spikes to get revenue per 1,000 views, secondary engagement signals and a renewal score at scale, vanity domains that redirect to the app, per-creator promo/affiliate codes, and cohort churn checks.
- Organic content that converts vs content that only gets viewsWhy a 41M-view Coconote video earned nothing, and the patterns that do convert — product framed as a solution or identity (not a toy), talking-to-camera formats over looping text, subtle-but-unmissable integrations, and judging creators on paying, retained users.
- Organic UGC creative strategy — virality, conversion, repeatability and the three layersJoseph Choi's framework for app content on TikTok/Reels — every format needs virality, conversion and repeatability; strategy runs in three layers (copy, iterate one variable, referential concepting), and paying big influencers, hiring trend-savvy kids or hard-selling are early signs a strategy will flop.
- Organic UGC vs paid ads — margins, ceilings, and using organic winners as adsJoseph Choi's economics — paid ads run ~10–30% margins on a creative-fatigue treadmill, organic mass-UGC 50–80% but with a ~$1–3M/year ceiling — and three ways to recycle viral organic content into paid campaigns.
- Paywall CTA and microcopy that convertsTested button and microcopy wins — "Continue" over "Subscribe" (+30%), "Start free trial" on Android, "Unlock…" for lifetime, "No payment now" (+30%), the word "free" (+11%).
- Paywall design learnings from 4,000+ Superwall paywallsJonathan Parra's lessons from designing 4,000+ paywalls — there is no universal winning paywall, start from a single-page bullet-list baseline, simplify the plan selector (+10%), cut comparison tables (simpler variant +111%), try native SwiftUI styling, hero-journey paywalls for transformation apps, and test design/packaging before price.
- Paywall placements beyond onboarding (transaction abandonment, session start, actions)Cover every placement before experimenting — transaction-abandonment offer (discount annual only, add an undiscounted monthly anchor), session-start paywall once a day, after N in-app actions, after trial/subscription cancel — plus a spin-wheel discount reveal and a "not ready for a year?" drawer ladder.
- Paywall visuals — video, photos and social proofVideo beats photos beats graphics on paywalls (one app went 2.5% → 4.7% → 6.8%), social proof helps, and a money-back guarantee line was winning in a RevenueCat experiment.
- Pricing influencer deals — RPM cap, flat rates and minimum view clausesHow Cal AI priced creator deals — never pay a CPM above your revenue per 1,000 views, base rates on a creator's average (not best) views, prefer flat rates to keep the viral upside, and use a minimum view clause set below what the creator claims.
- Removing the free trial (pay-up-front plans)When dropping the free trial wins — Natal's no-trial monthly grew monthly subs 2,000% (quarterly +46%, annual +21%), Claim went paid-only after 34% trial starts and 50–55% trial-to-paid — and the prerequisites, plus counter-cases (Ladder, Skylight).
- Reposting and boosting organic winners (Spark Ads, partnership ads)When to repost a promising UGC video (10–20K views and ≥3% engagement) and when to put paid money behind it (engagement rate >7.5–10%, 3–5× the account's average). Spark/partnership budgets and kill rules, and the counter-evidence that dedicated paid creative beats recycled organic.
- Running a UGC program — campaign managers, coaches and content approvalHow the top UGC programs are staffed and run — 1 campaign manager per ~10 creators, managers vs content coaches, pre-post video reviews, a few "backbone" creators, when the founder can step back (consistent sub-$4–5 CPMs), and tooling for hundreds of creators.
- Setting your first subscription priceStart higher than feels comfortable — Ravi Mehta's $20–30/month "high waterline" doubles as a PMF test — then anchor on competitors, cost-plus-perceived-value (AI apps), ROAS/payback math and the value of the user's whole problem; text-AI wrappers cluster at $30–40/year, niche custom-prompt chat apps get $20+/month.
- Short-form hooks and formats that work for apps (2026)A catalogue of formats and hook mechanics practitioners used for apps in 2026 — busy-hands visual hooks, multiple faces, green-screen reactions, credibility listicles, 10-minute story videos, rage bait for AI products, spelled-out URLs — and how a format evolves from founder test to talking head.
- Structure and concepts for paid app video adsThe hook → app demo → offer → App Store end-card structure for paid app ads, why to test distinct concepts per ICP before variations, and how to match ads to custom product pages.
- Subscription funnel benchmarks (trial start, trial-to-paid, install-to-paid, LTV per install)Target numbers for subscription apps — 5–10% install-to-trial (10%+ with a hard paywall), 30–40% trial-to-paid, ~2–3% install-to-paid, and ≥$3 realised LTV per install before scaling Meta.
- The three-screen pre-paywall sequence (explain the free trial)A 2–3 screen sequence before the paywall ("try free", "we'll remind you before it ends", trial timeline) that raised trial starts 56% in one app; Blinkist, Rest of Me, Cal AI variants.
- The UGC app-ad format — captions, green screen demo, phone in hand, wild hooksAlex's distilled format from ~$1.5M of Meta spend on Boost App Social — always caption, put the creator over a green-screen app demo, show the phone in hand, recut for pace, and open with a hook aimed at one specific frustration.
- Tiered subscriptions plus consumables (fitting the demand curve)Tinder's model — 2–3 subscription tiers (Plus, Gold, Platinum) with à-la-carte consumables (Super Likes, Boosts) layered on top to capture both low and high willingness to pay; subscriptions act as a force multiplier for consumables, which free users rarely buy.
- UGC program pay structures — retainers, non-stacked bonuses and "free views"SideShift's 2026 data on what top UGC programs pay ($800/month for 60 cross-posted videos, non-stacked bonuses capped at 1M views, pay only the best platform), realistic CPMs over the first 90 days, and why pure performance deals rarely keep creators.
- Ugly ads — why unpolished, shocking creatives win (and when brand matters)Yuliya Lennox's "make ugly ads" case — pattern-break the pretty feed, say what the product does in the first second, lead with the pain — plus the rare cases (trust-sensitive brands like Solid Starts) where an off-brand ad backfires.
- Using AI to scale app ad creatives (without fake testimonials)Where AI helps app ad production in 2026 — permutations of real-human ads (ElevenLabs voice/translation, Suno music), AI statics, LLM-brainstormed extreme hooks, Veo 3 / Higgsfield video — and why fully synthetic "testimonials" carry FTC and backlash risk.
- Weekly vs monthly vs yearly plans — and which plan gets the trialMonthly plans usually underperform; test weekly vs yearly per category, and put the free trial on the plan with the highest LTV — moving it from yearly to a 3-day weekly tripled sales in one app.
- What to show when users close the paywall (exit offers)Exit-offer ladder for dismissed paywalls — longer (14-day) trial, discount, discount + trial, free credits followed by a review prompt, and finally a forced email capture.
- Who to hire for organic UGC growth (and when to use an agency)The roles an organic short-form program needs — on-camera talent, a creative strategist, and in a full team a head of social growth, a creator manager/coach and a talent scout — why the "all-rounder" doesn't exist, and when an agency makes sense ($0 vs $50–100k/month).