GTM Sauce

Starter Story · 2026-10-25

I Built a $10K/Month App in 88 Days

Frederick James, a London big-tech software developer, built a premium-design habit tracker (health and fitness, name not revealed) after seeing an onboarding breakdown on X. Launched about 3 months before recording, it peaked around $13K/month and hovers near $10K (~$25K over 90 days, 7% download-to-paid). Growth was paid only: Apple Ads on competitor-name exact keywords took it to ~$5K/month, then TikTok ads remaking viral niche videos, scaled with a target-CPA goal budget ($200/day to ~$1K/day), took it to ~$10K within a week.

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12 tactics

A habit tracker app · B2C · guest's own app

Ordinary habit tracker reached ~$10K/month; guest credits the premium design

Saw a breakdown of an app's onboarding (a common post format on X), realized he could make his own angle on it, add a few obvious missing features and make the design premium. Picked health and fitness, a category he expected to make money. The app is 'not really anything special'; premium design and nice UI are the main value proposition.

Workedpositioning-nichevalidation
Starter Story · 2026-10-25

A habit tracker app · B2C · guest's own app

Guest says images make the app feel more engaging; no numbers

For every asset in the app, download a batch of images from Pinterest and make them your own with GPT Image (2, now 2.5; free with an OpenAI subscription). Use images heavily, especially during onboarding, because people respond to visuals and it makes the app feel more interactive.

Unknownonboarding
Starter Story · 2026-10-25

A habit tracker app · B2C · guest's own app

Guest says the agent can one-shot screens instead of many iterations

Before building: draw the UI (even a wireframe) in Figma, map a basic entity relationship diagram of the data tables and a basic infrastructure diagram of how data flows between services. Then give all the mockups to ChatGPT (his coding agent, $100/month plan), which builds the whole flow and UI.

Unknownfeature-development
Starter Story · 2026-10-25

A habit tracker app · B2C · guest's own app

Once the app is live, run A/B tests and iterations, primarily on the paywall, and also on prices and pricing options. Uses RevenueCat for monetization tracking and remote paywalls. Minimum: test at least the paywall.

Unknownexperimentationpaywall
Starter Story · 2026-10-25

A habit tracker app · B2C · guest's own app

Part of the Apple Ads setup that reached ~$5K/month; no separate numbers

Step one of the Apple Ads playbook: have a strong App Store page, because the screenshots are what searchers see and act as the ad creative. He mocks up the screenshots in Figma and has GPT Image do final touches; alternatively make them with AI or hire a designer for about $50-100.

Unknownasoapple-search-ads
Starter Story · 2026-10-25

A habit tracker app · B2C · guest's own app

His breakthrough channel; took the app from $0 to ~$5K/month

Start with Apple's $100 free credit; no big budget needed. Create the campaign with Search Match turned off and exact-match keywords only, using the names of your big competitors (e.g. searches for Duolingo show your app as the ad). Start at Apple's recommended max bid and give it at least 2 days. If it still isn't spending after a couple of days, someone is outbidding you, so raise the bid to match.

Workedapple-search-ads
Starter Story · 2026-10-25

A habit tracker app · B2C · guest's own app

Daily routine behind his Apple and TikTok ad decisions; no separate numbers

Set up attribution first: a few lines of code in the app plus a few clicks in RevenueCat (uses AppsFlyer as MMP, free up to 12,000 installs). Once there is spend data, export from RevenueCat and from Apple Ads, combine them, give them to your AI agent and ask it to find the best-performing keywords/ads. Do it once a day as part of the morning routine; he does the same with a daily TikTok ad report.

Unknownanalytics-attributionapple-search-ads
Starter Story · 2026-10-25

A habit tracker app · B2C · guest's own app

Started the hockey-stick growth from ~$5K toward ~$10K/month

Scroll TikTok in your niche, find videos that already went viral organically and remake them yourself. He ran five formats, one post each (five ads total), with about $50 of spend per ad. Keep ads running if they convert or are only slightly unprofitable, since early on the ad account needs signal to learn whom to target (lose money on the account, not on the app); stop ads that are very unprofitable. Decide up front how much you are willing to lose to find a winner.

Workedpaid-social
Starter Story · 2026-10-25

A habit tracker app · B2C · guest's own app

Kept winners running before switching to target CPA; no separate numbers

Keep only the ads that do well and raise their budgets gradually, by 20% every few days. Never increase by more than 20% every few days; TikTok itself advises this despite wanting you to spend more.

Unknownpaid-social
Starter Story · 2026-10-25

A habit tracker app · B2C · guest's own app

Spend jumped from $200 to ~$1K/day; revenue $5K to ~$10K/month in a week

Turn on goal-based budget increase with a target cost per acquisition ('I want customers at price X'). TikTok then controls spend: instead of manual increases every few days, it raises the budget automatically for as long as the ads hit the target CPA.

Workedpaid-social
Starter Story · 2026-10-25

A habit tracker app · B2C · guest's own app

Not profitable for the first couple of weeks; ~30% margin on paid ads now

Aim for profitability on initial transactions alone. Daily P&L per ad: realized LTV (revenue divided by paying customers) minus CPA, minus Apple's 15% (join the App Store Small Business Program, otherwise you pay 30%), minus RevenueCat's 1%, minus VAT (none when selling to the US, about 20% on EU subscriptions; target the US when starting). Review it each morning with the TikTok ad report.

Mixedanalytics-attributionpaid-social
Starter Story · 2026-10-25

A habit tracker app · B2C · guest's own app

Host says it got him noticed and featured; no revenue tied to it

Went all-in on building the app while sharing the journey on X, including videos and articles such as how he grew the app to $13K/month. The host found him through these posts and credits their authentic, human storytelling.

Unknownfounder-brand
Starter Story · 2026-10-25

Numbers mentioned

WhoMetricValueContextWhen
Frederick James's habit tracker apprevenueUSD 13K/month
approximate
Peak monthly revenue0:57
Frederick James's habit tracker apprevenueUSD 10K/month
approximate
Current monthly revenue ('hovering around 10k')0:57
Frederick James's habit tracker apprevenueUSD 25K
approximate
Revenue over the last 90 days (shown on dashboard and Trust MRR)1:27
Frederick James's habit tracker apprevenueUSD 11K/month
approximate
Revenue over the last 30 days (Trust MRR listing)1:46
Frederick James's habit tracker apparrUSD 100K
approximate
Peak ARR, 'just under 100k'1:27
Frederick James's habit tracker appmrrUSD 8,000
approximate
Current MRR on dashboard1:27
Frederick James's habit tracker appconversion rate7%
approximate
Download -> paid; guest calls it good for the niche1:46
Frederick James's habit tracker apprefund rate0.7%
approximate
Refund rate1:46
Frederick James's habit tracker apptime to milestone88 days
approximate
Launch to ~$13K/month, per the guest's X article title as recalled by the host ('like 90 days ... 88 days')7:07
Frederick James's habit tracker appad spendUSD 50per ad
approximate
Initial TikTok test budget per ad; 5 ads (one per format)9:32
Frederick James's habit tracker appcount5 adsInitial TikTok ads: five formats remade from viral niche videos, one post each9:32
Frederick James's habit tracker appad spendUSD 200/day
approximate
TikTok campaign spend before switching to a target CPA goal budget12:10
Frederick James's habit tracker appad spendUSD 1,000/day
approximate
TikTok spend after the target CPA goal budget took over12:10
Frederick James's habit tracker apptime to milestone7 days
approximate
~$5K to ~$10K/month after turning on TikTok target CPA12:10
Frederick James's habit tracker apprevenueUSD 5,000/month
approximate
Level reached with Apple Ads alone9:09
Frederick James's habit tracker appmargin30%
approximate
Ongoing profit margin when growth is paid ads only; not profitable for the first couple of weeks13:06
benchmarkMoney a first-time app advertiser may lose on paid ads before seeing returnscostUSD 1,000
estimate
'up to like $1,000' without seeing really any return12:44
benchmarkFree starting credit for new Apple Ads advertisersad spendUSD 100/one-time
approximate
7:34
benchmarkCost to hire a designer for App Store screenshotscostUSD 50–100/one-time
approximate
7:34
benchmarkMaximum ad budget increase per step (TikTok's own guidance)growth rate20%
approximate
No more than 20% every few days11:25
benchmarkApp Store commission under the Small Business Program vs standardshare15%Apple's cut with the Small Business Program; 30% without it. Used in the per-sale P&L10:39
benchmarkRevenueCat fee as a share of revenueshare1%Deducted in the per-sale P&L10:39
benchmarkVAT paid on subscriptions from EU customersshare20%
approximate
No VAT when selling to the US; ~20% on EU subscriptions11:02