
How we scaled Cal AI to $50M ARR with influencers
PLUS links to a bunch more articles and threads I've written on this subject so you can run this same playbook to scale your own consumer app.
38 articles

PLUS links to a bunch more articles and threads I've written on this subject so you can run this same playbook to scale your own consumer app.

Only around 1.7% of apps in the iOS App Store make $20k/mo+.

My first 9 months in the app industry, I told everyone that paid ads were a trap for app founders. Influencers were cheaper, the attribution was cleaner, and I could run the whole thing from a spread…

I ran marketing and day-to-day operations for Cal AI as we scaled from nothing to $50M ARR in roughly 18 months.

That playbook worked when building the product was hard and distribution was cheap, but the opposite is true in 2026.

The AI revolution is here, and it has completely changed the way I grow apps.

only 1.7% of apps in the iOS App Store make $20k/mo+ that's over 30,000 apps (i researched all manually, no ai)

hey! absolutely LOVE your content and think your authentic voice would align perfectly with our revolutionary brand...

Appkittie has data of all apps, their revenues & downloads

If you take one thing away from this article, it’s that design is a trust signal, and trust is what converts.

Most onboarding flows lose people before they ever see the offer.

This paywall structure made me $10,578 in 62 days.

"Paid promo for Arc? Hey, I run an app that limits your screen time and unlocks usage once you complete your goals. Love your content and would love to sponsor you. Let me know if you're interested."

But because we out-distributed every major competitor, we shot to the #1 app in Health & Fitness in 18 months and eventually were acquired by MyFitnessPal.

Reduce “friction” by shortening your onboarding by cutting steps to get users into the app as fast as possible.

We found an untapped niche inside the AI image & video category, built the app in 3 days, launched it in another 3, and crossed $10K MRR in 2 weeks.

If you don't have time to read the entire article right now, be sure to bookmark it so you don't lose it.

*CPM * link CTR * post-click conversion = your CPA*

The product is not the problem. The order of operations is.

My apps made 18K this month at 18 years old....

Most indie devs build a paywall, pick a price that feels "fair," and wonder why nobody converts.

The product ain't special, but it's important.

If you are running a microdrama app right now, your unit economics are likely bleeding out on paid social.

This is part 3 of my TikTok ads series for indie iOS developers. If you haven't read the first two, start there — this article builds directly on them:

the founders doing $100k to $400k mrr on organic are not smarter than you, they are just running a system thats working, which is NOT outdated.



An who grew his couples app from $3K to $10K MRR in under 8 months, says going viral is worthless if the comments aren't asking about your product.

*You get $100 free in ad credits from apple to try this.

The first app I shipped took months longer than it should have. So I wrote it all down. This is the checklist I now run for every single app, empty repo to App Store, nothing skipped. It's built for…

There is one thing that will make or break your app's revenue, and it's not your idea, your design, or even your marketing.

I run a bootstrapped iOS subscription app. For months I was burning ad budget into TikTok and getting back garbage: 0 conversions in Ads Manager while my payment processor clearly showed people subsc…

ill try to keep the yapping to a minimum, cause my attention span is also that of a goldfish. but a few things before i go through each section.

Over the course of roughly 12 months Mario (@null_deref ) and me scaled our app Pushscroll to $100k+ MRR and 1M+ Users across Android and iOS.

In this article, I’m going to break down the lazy way to scale your app to $10K/month.

No coding degree. No team. No VC funding. Just Claude Code, a keyword research tool, and a repeatable system I run from my laptop.

*Are you a brokie? Do you want to escape the permanent underclass?*

For the past 3 months, I have been studying the onboardings of the top mobile apps.

$12.99/week + $59.99/year.