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The $1M Mobile App Playbook

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Sep 20, 2025

This is how you build a marketing-first $1M mobile app.

📚 50+ proven AI app ideas making millions → https://www.starterstory.com/ai?utm_source=youtube&utm_campaign=stevenplaybook

🛠️ Build your app with AI → https://build.starterstory.com/build/ai-build-accelerator?utm_source=youtube&utm_campaign=stevenplaybook

Steven's app Posted: https://postedapp.com/

Follow Steven: @stevencravotta

🔔 Follow the Second Channel: ‪@StarterStoryBuild‬
🏁 We're hiring: starterstory.com/jobs

This video is an educational case study of one founder’s experience. It is not financial advice and does not guarantee any income or results. Every business is different and your results may vary.

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No tools listed for this business.

What if I told you that success has nothing to do with coding

Well what I'm going to share with you today is the difference between apps

that make millions and apps that die with zero downloads

Don't believe me Well here's proof

Meet Stephen a founder who took his mobile app from zero to forty thousand

dollars MRR and then sold it for a life changing amount

Stephen's not a famous influencer

He's an actual founder in the arena who discovered a playbook

that changed his life forever

You might remember him from his last starter story video

Well that video got a million views

And I asked him if he wanted to come back on the channel

I said dude why don't you come on again

But this time share the full story not the surface level stuff

but the actual spreadsheets the exact viral videos

and everything that took you from zero to exit

He said yes

And that's what you're about to see right now

His 10 minute viral validation method exactly how to go from zero

to 50 million views for free from your apartment and his simple strategy

to turn one dollar into two dollars and scale using paid ads

If you don't want to end up on page 500 of the App Store

well get out your pen and paper and enjoy the million dollar app playbook

I start a story

Welcome back to the channel Stephen

If you can remind the viewers of what you built

and what we're going to be talking about today

Thank you man It's a pleasure to be back on the channel

I'm Stephen

Stephen I have built scaled and exited multiple mobile apps

for millions of dollars in revenue

Last time I was on the channel I talked about how I built Puffcount

my quit vaping app scaled it to forty four thousand dollars

in monthly recurring revenue before exiting the company

and selling it to a larger mobile app studio in Europe

And today we're going to be talking about the most important part

of building mobile apps which is marketing

Nice Big reason why I wanted to bring you back on the channel

is you were going to come on and talk about your three phase

First before we dive in and get really into the nitty gritty details

can you give me like the high level of what we're going to go over today

Yeah 100 percent

Like I said every mobile app that you build should be approached

from a marketing first standpoint because as long as you can market

your product you will make money

And if your product is not marketable you could have the best product

in the world But if no one knows about it you're never going to make any money

It's never going to be a successful business

Marketing should always come first

To do that first we do market research

We understand what's going viral in our niche what content is working

in our niche and that we can also use that to validate the product in general

Once we have the product validated and we start building it

then we can go into the market research and start to identify

identify what type of content formats we want to recreate

This is exactly what I did for Puff Count

This is the entire reason that I was successful with Puff Count

is because I did market research in the quit vaping niche on TikTok

And I simply took inspiration from those videos

I posted them organically and then scaled the winners with paid ads

So we have market research post volume organically scale

the winners with paid ads

That is the three step framework in a nutshell

Cool All right

right Well let's dive into phase one which is market research

I'd love if you gave me that step by step playbook

If you were starting over today and you are someone who's looking for the idea

I always like to start thinking of ideas and validating ideas

by solving a problem for a large number of people

Right Vaping was a problem that I experienced in my daily life

When I was in college all my friends got addicted to vaping

I got swept up in the habit

So you know I knew it was a painful problem

And I also saw vaping going mega viral on TikTok

It's controversial it's viral

And I was solving a problem for people

Those three points together will make a killer product

Cool If you were starting over today

and everything you've learned with the apps that you've built

how do you approach this phase to know that you're building the right thing

Here's what we're going to do

We're going to pull out our phones

We're going to go to TikTok and type in any keywords related to our niche

And then what you can do tap the three dots in the top right

And then you can filter by most liked videos of all time

This is your market research

We'll take Puff Count my previous app as an example

You type in quit vaping on TikTok and then you go to videos

And you can see that these videos some of these videos have gone insanely viral

We have 1 3 million likes here

We have 3 7 million likes here right

So this is our market research

Let's click into one here and let's see if we can find some similarities

between this content and some of the content that I created here

In this video they're dropping their vapes in a glass of water

And if we go to the Puff Count profile

you can see that we were doing that

That was one of our bread and butter

33 000 views

It's me dunking a vape into a glass of water

This is not my original idea

I was not the first person on TikTok to put a vape in a glass of water

But I did the market research

I understood that that content was resonating with my ideal target audience

And I used that concept and created my own videos

And then my next part of the process it's very high tech here

So this is my market research strategy

I take exactly what I found on TikTok and I put them all into a spreadsheet

That was great

So once you identify that this is a problem we're solving

I'd love if you could actually walk me through documenting in that spreadsheet

on a specific TikTok video

So let's go through this process together

Again step one is going on TikTok typing in your keywords and finding viral videos

So we'll take this one for example that got 3 7 million organic likes right

So what we'll do is we will copy and paste this URL into your spreadsheet here

And then what we really want to do is we want to understand why this video went viral

And every viral video has three key points

The hook the storyline and the call to action

So let's go ahead and watch this video

So I just quit vaping like an hour ago

I made the decision

Okay

So she starts off holding her phone

There's a little bit of action a little bit of movement going

And she starts off by saying I just decided to quit vaping an hour ago

So we're going to write that as the hook

And I think it's always nice to take note of the way she shot the video as well

So holding camera walking then sets camera down

These small little details in the video are actually very important

You want to replicate and take inspiration from these as close as possible right

There's a reason she started this video while walking and then set it down in front of her

Right

And it was part of the hook and this video went viral

So we're going to use that

And as you can see she sits down in front of the camera

camera Six glasses of water

So we could even add that onto the hook

Right

And then sets camera down in front of six glasses of water

water We want to take note of all of this stuff

And now she's going to get into her story

So let's continue watching

I have been vaping for seven years and this is very symbolic because I have seven vapes

Okay

She's talking about how she's been vaping for seven years and she has seven different types of vapes

She has her emergency vape her walking vape her car vape her work vape

And obviously she's exaggerating here

This girl is so good at making content

Like every every single shot and every single talking point was clearly calculated here

And I've been wanting to quit for three or four of those

So she is talking about her quitting journey talking about her quitting journey and history

Vaping while dropping the vapes into glasses of

Irritable unmotivated

All I did was lay in bed and cry

She's also talking about the pain points here

She's talking about how all she would do is lay in bed vape cry cough and feel terrible

This video is two minutes long

I don't think your TikToks need to be two minutes long but if you can make them that long great

I didn't do this 15 minutes ago

I didn't want to wait for it to deliver

So I got the audio book

Here is the call to action

Most importantly she got an audio book

The easy way to quit vaping by Alan Carr

There it is

The call to action of the video

So in her call to action or solution she talks about chewing gum eating mints and the audio book by some author

Now we know that this video in reality was an ad because she is pitching this audio book by Alan Carr she said right

So we know that she was promoting this book in her video and she crushed it

The call to action at the end of the video really quickly really subtly makes it feel super organic doesn't feel salesy at all

And those are the best ads

So again you know we could sit here for hours and we could analyze these videos and this is what you should do

Before I posted a single video on the Puff Count TikTok I scrolled for seven days straight

I saved all the videos to the market research just like this

And after seven days of scrolling analyzing and understanding what goes viral in your niche and why it goes viral in your niche you will be so much better at creating content

Cool

So we got our first video research row of our spreadsheet here

We're going to go through and spend some days actually just writing these out

We're not going to use too much AI

We're going to write this and really understand the problems in our niche content ideas and that sort of thing

This is the research side which I really really like

What's next

How do we go from research to actually creating content

Okay now we're going to get into phase two which is the actual creation of this content and growing your channel

By following this organic growth framework I grew the Puff Count account to 120 000 followers over 50 million views and hundreds of thousands of app store installs all for zero dollars

So when you're creating this content there is a proven framework to follow and that framework is hook problem solution or call to action

Obviously the hook is the most important part

You need to capture that attention in the first three seconds

And I can show an example one of my most viral videos

This one got 5 million views

I'm shaking this glass bowl of empty vapes

There are so many different elements of this hook and we did this intentionally

Number one there's a sound hook

We're shaking the glass with vapes in it

There's some crazy sounds going on

And then boom we hop right into the concept of the video

And then you want to present the problem or the storyline clearly

So what are we doing in this video

We're paying people to ditch their vapes

Why Because vapes are unhealthy

And then of course at the end of the video we're going to have a quick two second call to action

The two second call to action simply showing the product in your video works so well because if people miss that they have to rewatch your video again

And it creates an engagement loop

People on TikTok do not want to be watching ads

They want to be entertained

They want to be educated

They want to be informed

Your entire app is going to be a funnel right

And at the very top of the funnel we have your TikTok video or your TikTok views

You don't need to explain every part in your funnel for your video to be effective

All you have to do is take the person from your TikTok video to the app store

That's exactly what all these videos do right

There's no explanation of the product

There's no explaining the features

So if you can do that with your content and present a sly organic feeling call to action you will crush

Steven is the perfect example of how someone can turn a simple app idea into a million dollar business

But that comes with finding the right idea and knowing how to validate it

Well you're in luck because I've studied thousands of app ideas making millions and spent hours obsessing over what works what fails and what separates the winners from the rest

And today I'm going to share the entire database of ideas with you for free

50 plus validated AI app ideas what problem they solve how much money they make and how they grew all backed by real life case studies

This is basically a goldmine of profitable simple AI apps on the Internet right now

So if you're serious about building an app that can make money like Steven hit the first link in the description and grab it for free

Hopefully this helps you find your next big idea

All right let's get back to Steven

All right well the next question that I have for you is you know once you start posting stuff creating stuff which is a big learning curve for a lot of people especially putting themselves out on short form video for the first time

What's the posting strategy of this

You mentioned you do videos one time a day

What would you do if you were starting today

What do you recommend is what time to post how much to post and when to know when to stop the posting strategy

This is where I see a lot of people fail right

Because in the beginning it's going to be slow in the beginning it's going to be hard to get that first viral pop

But the most important thing is staying consistent

Whether you're posting whether you're getting creators to post you need to stay consistent with it right

Don't worry about the time that you post the content

All the small little details of the content do not be a perfectionist

Your goal here is volume

Your goal here is knowing generally what direction your content should be going

You're just looking for that first viral video

The way to get there is by posting volume

Volume negates luck right

So you need to be posting as much as possible

And when you get a video that pops off recreate that concept

If you look at the most viral people on TikTok let's forget about businesses for a second

Let's think about just creators influencers the most viral people on TikTok on YouTube

They do the same style of video over and over and over again

There's a reason they do that

And we could take a page out of their playbook and we could do the same thing for our app

The most important part is to stay consistent post every single day post based on your market research

It'll give you a much better chance of going viral

And then once you do find a video that pops off for you continue to recreate that video

It'll become easier and easier for you

An important thing too is once you get that first viral video

the floor of the amount of views that you get will increase over time because the platforms trust you more

and there's more engagement to your video so they will be shown more

All it takes is that first viral video to get you out of that 200 view jail

And also if you're posting on one platform why not post on all of them

Download the videos post them on TikTok post them on Instagram Reels post them on YouTube Shorts post them on Twitter

Twitter is so slept on

Do not sleep on Twitter as a distribution

As you start to create more and more content you're going to understand some formats don't drive high intent installs

They don't drive any conversions for you

There's one example that comes to mind

Yeah so this video here got 11 6 million views close to a million likes

It drove me close to no installs

Number one because I didn't have a call to action

But number two you know I'm not really talking about any pain points here

There's not a lot going on

It was kind of a bad video in terms of conversions

It was great for the account and great for driving views and followers and shares and engagement and stuff like that

But this didn't really drive installs for me

And I think it's important to keep track of that

And you can see here you know there's two videos

These were my two highest converting videos in terms of installs and sales on Puff Count

So I pinned those to the top of my profile

And you'll see these are very different styles of video

Again these follow our proven framework of hook storyline solution

I pinned these videos on my profile because they drove the highest amount of conversions

Your profile itself will become its own funnel

So everyone who visits my profile now is going to watch these two pin videos for sure because they're the first videos that show up

And I chose to pin these videos because they were the highest converting videos

And what I've come to find is the highest converting videos for me personally

Republican views simple product demos like this video

There's trend hijacking as well

And you can also have the problem solution narratives like this video here

All right So we've gone through the content creation phase which is probably the hardest phase

If you can get through this and create viral formats that work you're pretty much set

But you can't create content yourself forever

So what's the next step after that to really truly grow build something that you can sell like you did for Puff Count

Pat I'm so glad you asked

So we finished phase two

We have this library of organic content

And now we want to scale

There's a couple different ways to scale you yourself

You can go beast mode

You could post a thousand videos a day but that's not very likely

You can hire and outsource creators which is easier said than done

I think everybody's going through a super distorted process to hire creators right now

You have to email a thousand of them

Only one gets back to you and they give you some outrageous price

But that is exactly why I built my next product which is posted on posted

What we did was we made it connecting with creators as easy as possible

So this is the best way to work with creators

We have this feature called deals

For example you create a project brief

You explain what your product is

You have some rules for the content you want

You could choose where you want the creators to be from

And then you have your inspiration content right here

Going back to our market research

This is where we give the creators our market research

We tell the creators what videos are going viral in our niche what's working in our niche

niche and then creators will actually submit videos to your deal for free

So for example this creator submitted this video to my deal and I can watch it for

free And this is what the creator wants to be paid

I can approve this piece of content or I can reject this piece of content and I can

ask for another price or whatever it is

But you can see all these creators made videos for my product for free

And there's all different types of bids right

This one wants 40 this one wants 50 this one wants 100

So you can scroll through these approve or deny

You only pay for the ones that you love

And then when you do choose one and you do pay for one you own the video itself and

you own the ad code so that you can scale it further on paid ads

For example this creator right here who has 552 000 followers she made a post for us

for 110 It got 30 000 views

This creator here with 2 7 million followers 110 a video

Or this creator right here who only had 768 followers but made an amazing piece

content for us that got 53 000 views

And again you know we own these videos for life copy the ad code and scale

further on paid ads using meta or TikTok ads

The first thing that we need to do is start giving data into these paid ad

platforms because TikTok and Facebook or any paid ad platform doesn't have enough

data on your app yet

So you will need an MMP a mobile measurement partner to send these events into the

paid ad platforms Adjust is a great one

AppsFlyer is a great one

But we need to feed the paid ad platforms with enough data right

So your first campaign cannot be a purchase campaign

You can't optimize for those users just quite yet because TikTok and Facebook don't

really know who those users are yet

CAC is your customer acquisition cost

So with all of our content and all of our paid ads our customer acquisition cost on

PuffCal was anywhere around 20 to 24

And our lifetime value was anywhere from 55 to upwards of 70 per conversion

So that was profitable math for us

We knew that if we put 1 into paid ads it would get 2 sometimes even more

out on the other end

So here you'll see our paid ads dashboard

We spent a total of 82 000 on our paid ads before exiting the business

This is how we scaled from 3K to 44 000 in monthly recurring revenue

And you can see here look at the cost per click

0 03 0 18 0 21 0 15 0 35 0 09

We got these results almost like day one of running ads because we had this library

of proven content

We knew exactly what videos we were going to upload to the paid ads dashboard because

we had validated it all organically

So we were spending smarter

And this is our four step scaling process in order to optimize your paid ads

Everything is a funnel

Just like our TikTok videos TikTok profile itself is a funnel so are paid ads

If you think of everything as a funnel it becomes so much easier because you don't

have to go straight from a view to a sale

That's so hard to do right

Think of it in a step by step process

Everything is a funnel

So at the top of the funnel we have our views

And then obviously we have our clicks

So our views on our paid ads and then people who have clicked our paid ad and

then people who have installed our app from our paid ad and then people who have

purchased from our paid ad

And your views are going to be top of funnel and the sales are going to be at the

absolute bottom of the funnel

And inherently there's going to be less people who purchase your product compared

to the amount of people that view your product

So when you're starting on paid ads it's very important that you fill up each step

of the funnel first before you start to optimize for the bottom

bottom So first we're going to optimize for views and then we're going to optimize for

clicks on those ads

And then we're going to optimize for installs and then trials and then

subscriptions

These are all different events that you can optimize for in your paid ads

Depending on which event you target and optimize for the cost and the return on

that spend will change a ton

So you fill the ad platforms with enough data so that eventually you can start to target

target your trials and subscriptions

And as far as the platform strategy goes with paid ads it really depends

And it's different for every app right

From my experience with PuffCount TikTok was much cheaper traffic but the quality

of the traffic was a little bit lower

Whereas on Meta the traffic was more expensive but the quality was a bit

higher

Facebook and TikTok are really the only two places that you should start running

paid ads

Ultimately you can test both depending on your budget

I think it's important to lock down one paid ad platform at first because again

you need to fill these ad platforms with as much data as possible for them to be

the most effective

So if you're splitting your budget everywhere and you're spending 5 here and

10 there it's not really going to work for you

I would try to focus on one platform in the beginning until you lock it down you

nail it down you scale your budget and then you can shift to another paid ad

platform

For me personally we scaled most of our spend on TikTok ads

And that was because all of our content that we used on our paid ads was made for

TikTok

I was in my apartment making TikToks all day

So naturally where our content performed the best when we scaled on paid

And a lot of people are scared of paid ads and they don't want to do it

But Facebook and TikTok are some of the most profitable companies in the world for

a reason

It's because paid ads work

It's because companies are using this

It'll make it so much easier for you to scale

I'm a solopreneur

I'm bootstrapping these products

I don't want to waste my money on paid ads

And you don't have to you just need to identify what content goes viral

organically and then you can spend confidently on paid ads and feel way more

confident that you're going to get return on your ad spend

And paid ads are so great because you can optimize for certain events in

And this is really where your content creation skills and validating the content

organically comes into play

Because for our specific paid ad strategy we were optimizing for the people who are

most likely to purchase

So we're tracking all these events on TikTok ads on Facebook ads and we are

telling Facebook and TikTok go find us more people who are most likely to purchase

purchase our products

With the killer organic content library that we had telling Facebook and TikTok

to optimize for certain events inside our app those are the two things we needed to

crush with paid ads

We were profitable almost instantly while running paid ads and we were able to scale

scale very quickly because we had done all the work up front

And not only that you can have a call to action in your videos

My view to install rate skyrocketed obviously running paid ads because TikTok

will give you a call to action on the video if you're running paid ads

In an organic piece of content if you're not running paid ads you have to rely on

someone going to the app store searching in your product

That's a lot more effort

Although you're spending for this reach the reach is much more effective on paid

ads

The campaign structure on your paid ads is very very important

Again we want to upload our best performing organic videos and then we

simply let the platforms optimize

Again when you're starting you want to optimize for the top of funnel

And as you get more data and more spend into these ad platforms you can start to optimize

optimize for the bottom of the funnel

It's very important to track everything and use analytics tools like Superwall or

like Revenue Cat

You can effectively track your cost per install your trial conversion rate your

subscription rate your retention rate and most importantly your lifetime value

The lifetime value of every customer that comes into your app because that is your

North Star metric

That is your golden metric because TikTok will tell you how much it costs to acquire

those customers but you need to understand what their lifetime value is

You want to increase the lifetime value of your customers so you can spend more to

acquire those customers

If you can get to a three to one CAC to LTV ratio congratulations you built a

money printing machine

So that's it in a nutshell

That is our three step process that helped us scale PuffCount to 44 000 in

a month through current revenue before exiting the business to a larger mobile app

studio in Europe

That's it

You start with market research you give yourself the best chance to go viral you

start posting consistently hire creators and start to validate content organically

and then you take your best performers and put them on paid ads so that you can

scale

Well thank you for sharing your playbook Steven

This was amazing

It's super cool to have someone who has actually done this

You showed all your examples from PuffCount you didn't hold anything back

This is a business that changed your life and it's super cool to see the behind the

scenes of it

So thank you for sharing

And if you are watching this right now we want to bring Steven back on the channel for

hopefully a third time

So if you have any questions for Steven put them in the comments

Hopefully we'll have you back on for a third time

Our next video is going to be in person Pat

Oh yeah we will make sure to do a video live IRL

I'll be back for the third one because I'm going to sell my third company

Maybe that'll be our next video

And that's what it takes these days

So thanks for coming on Steven sharing all this

You're awesome man

Absolutely Pat

Pat Thank you for having me bro

I hope you enjoyed this video and got some inspiration from Steven's story

But real quick I want to remind you the whole point of these videos is to help you

find an idea and actually build it

Learning is cool but action is what will get you that dream outcome

And with AI tools getting better and better every day it's never been easier to get

started You can spin up a working app in just a few hours and start turning that into

a real business

If you're looking for a proven system or roadmap to build with AI then definitely

check out Starter Story Build

Our programs will help you find an idea build it with AI and ship it to the real

world fast Just click the first link in the description if you want to learn more

Thanks again for watching

We'll see in the next one Peace

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