Stringers
Mobile App · Android + iOS · written 11-6
Pennli: Budget Planner · New Dev Way

A nurse's payslip, seen by 990k people: how Pennli sells a budgeting app in Europe with fake "peer budgets"

What it is A budgeting app that splits your money into envelopes at the start of the month and only shows what's left. Available on iOS and Android, it requires a subscription up front: $24.99 a year or a $49.99 one-time purchase.

Why it took off It runs one TikTok photo-post account each in Poland, Italy, the UK, Germany and Brazil, posting anonymous stories every day: "I work as X, I take home Y a month, this is how I split it this month." Salary is a topic that naturally draws comments. Over two months it reached about 13M views, with app screenshots on the last slide, and a hard paywall turns the few downloads into revenue.

AHow you could copy it Follow its topic formula and port it to countries it hasn't entered yet (Spanish-, Portuguese- or French-speaking markets, Japan, etc.), or attach the "job + salary + expenses" angle to apps for rent, saving for a down payment, couples splitting bills, or pet costs. One account per country, with tracked links to compare results against the charts.

Grade A: a clear playbook, low cost, not yet copied, little known, and reproducible across countries and categories. What you're betting on is how long TikTok will tolerate these invented "peer stories" (the Polish account has already started labeling them "fictional"), and how much money actually sits behind the small-country finance charts. Few people know about it yet
Data (updated daily) · launch 2026-09-06 · 11-06 installs 9,751 · launched 2026-09-08 · US store rating 0 · charted in 11-08 7 stores
Android · Total installs worldwide
8.5k9k9.5k10k10-2910-3111-0311-0411-069.8k
Data 2026-10-29 → 2026-11-06 (9 days, 7 observations). Google's detail page only refreshes install counts every other day, so a flat day doesn't mean nobody installed.
iOS · best category chart rank · by store
5010010-2810-3111-0311-0511-0824 Brazil27 Italy36 Germany
BrazilItalyGermany
Data 2026-10-28 → 2026-11-08 (12 days, 12 observations). Lower rank is higher; gaps mean it wasn't charted that day
iOS · rating count · US store
Number of ratings 0
Data day 2026-11-05, only 1 days so far. Apple doesn't give download counts, so rating growth is the proxy

A Katowice, Poland indie developer built an envelope-budgeting app. The concept itself has existed for over a decade, but two months after launch it reached the top 20 of the iOS finance grossing charts in Italy and Poland, ahead of YNAB. It has no visible ad spend, and it relies on 5 country-specific TikTok photo accounts: every post reads "I work as X, I take home Y a month, this is how I split it." Below, we break down how the playbook works, where the money comes from, and whether you can copy it.

"How far does € 216 go in a month in Europe?"

On Oct 13, the TikTok account @pennli.italia posted a 11-slide photo post: "Prendo 1.806 € netti al mese come infermiera in un ospedale pubblico. Vivo da sola, ma ogni mese mando 300 € ai miei genitori. Voi aiutate i vostri? Quanto?" Translation: I work as a nurse at a public hospital and take home €1,806 a month. I live alone, but every month I send €300 to my parents. Do you help yours? How much?

By 11-06 this post had 990k views, 336 comments and 2,825 saves (TikHub, 11-06). The account itself had only about two thousand followers.

The most-liked comment was "Tutorial su come far la spesa con 216 per un mese? 🥹" (561 likes), roughly "Can you show how to do groceries for a month on €216?" Replies followed: "What about the electricity?" "Gas, building fees, internet and fuel aren't counted" "I take home 900, I can't save anything." The fifth most-liked comment gave it away: "For anyone asking which app, this is literally an ad for the app itself 😅" (106 likes).

It was. The last few slides were screenshots of Pennli's envelope interface, the caption never mentioned the brand, and the account bio carried a download link.

The product: an old method, a hard paywall

Pennli runs the "envelope method": at the start of the month you split income into envelopes for rent, groceries, going out, and so on. Each expense gets logged, and the interface only shows how much is left in each envelope and how much you can spend today. The store description reads "It is the envelope method, without the cash or the shoebox." It takes two minutes to set up, doesn't connect to your bank, and stores data locally.

Goodbudget turned this method into an app 2011 years ago, and YNAB is the same lineage's pioneer. Among the top 30 finance grossing apps in Italy and Poland, there are over a dozen older budgeting apps such as Monefy, Wallet, Spendee and MoneyCoach. In mid-2026, a batch of new apps from indie developers also appeared: BEEZZ, Bujji, Skarbo, Spendix and QuantoSpendo. The product has no real differentiation.

The paywall is aggressive: on opening, it asks roughly how much you earn and spend, then requires a subscription to continue, at $24.99 a year or a $49.99 one-time purchase. The only Italian review we captured (September, 1 stars) complains about exactly this: you can't move forward or back without subscribing, and "the interface is nice."

The developer, Piotr Mol (New Dev Way), says on his website that he has ten years of mobile development experience, specializing in "fast onboarding, retention loops, and iterating for monetization." He also has AI calorie tracking, AI flashcards and screen-time lock apps built on the same subscription playbook. Pennli is the first time this paywall method has been paired with the right traffic.

Traffic: 5 countries, one script

AccountMarketFollowersPostsTotal views (approx.)Top single post
@pennli_polskaPoland2,161824.97MDentist, earns 8,851 zł a month
@pennli.italiaItaly2,086773.85MPublic hospital nurse, €1,806, 990k
@pennliappUK957651.71MMunicipal government employee, £1.87B
@pennli.brBrazil1,728791.61M530k
@pennli.deGermany32153820kPublic primary school teacher, €3,442, 67k

(TikHub, 11-06. The first posts ran from Sep 7 to Sep 28, roughly 356 posts and about 13M views combined over two months.)

The formula is fixed: job + take-home pay to the cent + one everyday detail + a question to the reader. The jobs are chosen from roles with many young women: nurse, midwife, carer, cashier, pharmacy assistant, municipal clerk. The everyday details are things like "I live with my parents and pay €250 for household costs," "I send my mum 1,000 zł a month, my brother contributes nothing," "car loan €329," "spent €188.99 on my Bernese mountain dog." The ending asks "How much do you give your parents?" or "Which expense would you cut?"

The localization nails the small local details that hit hardest in each country: Italy gets "senza tredicesima" (no 13th-month salary) and "frontaliera in Svizzera" (cross-border commuter to Switzerland); the UK gets "after tax, National Insurance and my pension" and paying board at home; Germany gets "verbeamtete" (civil servants); Brazil gets installments. All of it is photo carousels, no real person on camera, no voiceover, popular music underneath, one or two posts per account per day.

The missing items are left on purpose (my inference): the 990k post doesn't count electricity or gas, and the comments are all correcting it. Correcting is engagement, and engagement pushes distribution up.

The accounts and the charts line up one by one. The Polish account with the most views matches its best rank on the iOS Poland Finance Top Grossing chart, #10; the Italian account matches #11 in Italy; the UK, German and Brazilian accounts match #24, #20 and #29 (10-28 to 11-06). The Swedish, Austrian, Belgian and Swiss markets have no dedicated account, but they still charted through spillover from same-language accounts. The store links on the landing page pennli.app carry country parameters such as ct=tiktok_it and utm_campaign=tiktok_it, so the developer can see exactly how many downloads each account brings in. The landing page is already ready in eight languages. Spanish, Mexican Spanish and Portuguese accounts haven't been opened yet (or I couldn't find them).

There's a new change: starting Nov 2, some of the Polish account's new posts open with the line "Fikcyjna historia. Przykładowe kwoty." — "Fictional story. Sample amounts." That's effectively an admission that these "I" stories are made up. I don't know why. It could be a report or a platform warning. Since the line was added, the accountant post 11-02 still gets 47k views, and the Italian account's new post 11-01 is at 119k views, so I don't see a drop in reach yet.

Where the money comes from

The money is mainly on iOS. Two months after launch, the Google Play listing has 9,751 installs (11-06) and is up 1,192 over the last 7 days. It only bounces around #143–200 on the Italy Finance free chart, has zero ratings, and the version is stuck at the end of September. iOS is already on version 1.3.0.

The iOS signal is clearer: 11-06 Italy Finance Top Grossing, where Pennli is #15, with Monefy (#11) and MoneyCoach (#17) around it and YNAB at #30. A two-month-old app with only 7 ratings (average 3.3) ranking above YNAB means a fair share of the people who come in are paying. The paywall blocks most users, which explains the low rating count. It isn't because nobody downloads it.

But be clear about the limits: this is a finance category chart in small countries like Italy and Poland, where the bar is low. No concrete revenue, conversion or refund figures are public, and no media outlet or social platform has discussed it. My guess is a one-person business at the level of a few thousand dollars a month, not a big business (inference, no data backs an exact figure).

Who it's competing with

CompetitorsHow Pennli differs from the competition
YNABThe original, mostly English, $109/year, requires bank connection; #7 Top Grossing in Poland, #30 in Italy
GoodbudgetA proper envelope-budgeting app, freemium, skews US households; same method, no new distribution
EveryDollarGets customers through Dave Ramsey himself, US only; Pennli has no IP and relies on anonymous "peers"
Wallet, Monefy, Spendee, MoneyCoach and othersEstablished full-featured expense trackers, growing through store search and word of mouth
BEEZZ, Bujji, Skarbo, Spendix, QuantoSpendo, PocketPalIndie-developer expense trackers from the same 2026-year batch, all on the same charts; I couldn't find how they acquire users
budgetfacileita, budgetamico and others on TikTokAlso does "salary and budget by profession," but as an individual account selling Excel templates; single country, small volume

I found no second player turning "profession net salary + budget" photo posts into a multi-country App account network. Still, "promoting an app with photo carousels and no real person" has been a publicly known indie-dev playbook for 2026 years, with tutorials and auto-posting tools available, so the barrier is low.

If it were you

A: worth following, the approach is clear, but there are two bets to take. The part worth taking is the distribution: a comparison topic that locals naturally love to comment on, made into anonymous first-person photo posts, with the product screenshot on the final slide, and one script reused across languages to cover many countries. Pennli hasn't saturated this yet, and few people know about it. The two bets are: first, how long TikTok will tolerate this kind of fabricated "fake UGC" (the Polish account has already started labeling its posts as fictional); second, how much money small-country, small-category charts really hold.

Who it suits: indie developers who have shipped subscription apps and know how to build paywalls and onboarding; people who can use AI to batch-produce multilingual photo posts and are willing to post every day; people who understand the everyday details of a non-English market (the key to this playbook is making the local details feel real).

Who it doesn't suit: anyone counting on product features to win (features don't matter here); anyone unwilling to use a hard paywall or who can't live with low ratings; anyone who only speaks English and wants only the US market (cash stuffing and budgeting content in the US are already a red ocean).

How to do it: two routes. One is the same category in a new country: Spain, Mexico, Portugal, France, the Netherlands, Turkey, Japan and other markets where Pennli hasn't opened an account yet. Build a localized envelope-budget app and post photo content using this formula. The other is to switch category but keep the same topic formula: "I work as X, here's what I pay each month for rent, car loans, and supporting my parents" can lead into apps for rent tracking, saving for a down payment, couples splitting bills, pet costs or wedding budgets. The topic itself carries the product.

How to get users: one account per country, one to two posts a day. First test 30 posts to see which professions and details get traction. Link the landing page in the bio, add parameters to store links per account, and compare against each country's charts to see which account brings in money. Leave a gap in the copy that people can't resist correcting.

How long the window lasts: the window depends on TikTok's stance, and I'd estimate it in months rather than years. Ideally get the first country working before Q1 2027. If Pennli opens its own Spanish and Portuguese accounts first, don't crowd into those same-language markets.

What would show I got it wrong: ① Pennli's new posts across accounts generally drop to a few thousand views within a month or two, or accounts get banned, which would mean TikTok is cracking down on this type of content and the window has closed; ② it falls out of the top 50 on the Italy and Poland Top Grossing charts, which would mean this traffic can't sustain long-term payments; ③ several copycat apps using the "profession + salary + budget" formula appear within a month, which means the space is crowded and you should change topics, not countries.

Android store page ↗ iOS store page ↗

Research notes: competitor table, acquisition evidence, full research report
Competitors
NameWhereLaunchedScaleHow it differs from this one
YNABiOS2015iOS rating 62k, charted in 108 store; pl Finance Top Grossing #7, it #30The originator of zero-based budgeting; English, expensive, requires bank connection; Pennli is localized, cheaper, works offline, and relies on TikTok
GoodbudgetiOS2011iOS rating 13.5k, charted in the 71 storeA proper envelope-budget app, freemium, US-leaning; same method as Pennli, just no new distribution
EveryDollariOS2015iOS rating 84k, US onlyGets users through Dave Ramsey's personal IP; Pennli relies on anonymous peer salary stories
Wallet (BudgetBakers)iOS2015#4 in it Finance Top Grossing, #13 in plFull-featured, connects to banks; Pennli does one thing only: envelopes
Monefy / Spendee / Money Pro / MoneyCoach / Fast BudgetiOS2013–2017#7–30 in it/pl Finance Top GrossingEstablished expense tracker that grows through store search; Pennli grows through TikTok content
BEEZZ / Bujji / Skarbo / Spendix / QuantoSpendo / PocketPaliOSMid-2026#12–29 in pl/it Finance Top GrossingExpense-tracking app from an indie developer in the same period; acquisition method unverified
budgetfacileita / budgetamico(TikTok)Other2026-01A few to a thousand-plus followersAlso does "salary and budget by profession," but sells Excel templates, small volume, single country, no multi-country app network
Where users come from
  • Verified Multi-country photo-post network on TikTok: @pennli_polska 82 posts with ~4.97M views, @pennli.italia 77 posts with ~3.85M (top post 990k), @pennliapp 65 posts with ~1.71M, @pennli.br 79 posts with ~1.61M, @pennli.de 53 posts with ~820k; all photo carousels, first posts from 09-07 to 09-28 (TikHub 11-06)
  • Verified Bio landing page with attribution: the App Store link on pennli.app/it carries ct=tiktok_it, the Play link carries utm_source=tiktok&utm_campaign=tiktok_it; the landing page is available in 8 languages
  • Verified Localized ASO names in stores: iOS names by storefront: Gestione Spese / Haushaltsbuch / Controle de Gastos / Budget Planner
  • Inferred Paid ads: tiktokads library marks no_ads; metaads library returns nothing

Pennli: Budget Planner (com.newdevway.pennli): why it took off

Research day 2026-11-06. Data sources: our googleplay / appstore / metaads / tiktokads libraries (agent-im server), TikHub (TikTok profiles and posts), Jina/Exa web search, iTunes lookup, and the pennli.app landing page source.

One line

An envelope-budgeting expense app by Polish indie developer Piotr Mol (New Dev Way, Katowice), on iOS and Android, with a hard paywall (subscription or one-time purchase $24.99–49.99). It took off not because of the product but because of a TikTok network of photo carousels with no real person, opened country by country: 5 official accounts and roughly 356 first-person photo posts over two months in the form "I work as X, net monthly income Y, here's my budget this month," with about 13M views in total and 0 in ads. The money is mainly on iOS (top 20 in the Italy and Poland Finance Top Grossing charts), with Play as a supporting player.

1. Core numbers

Google Play (the channel for this card)

  • Listed 2026-09-06; installs 8,559 (10-29) → 9,751 (11-06), up 1,192 over the last 7 days, 0–520 per day; no ratings. Source: googleplay.app_profile / app_day.
  • Only charted on the Italy Finance free chart at #143–200 (10-29 to 11-06); no Play chart appearances in other countries. Source: googleplay.chart_rank.
  • Version 1.2.5, last updated 2026-09-29; the Play side is clearly getting less attention than iOS (iOS is already on version 1.3.0,11-03).

iOS (the real revenue side, live under id 6807528869,2026-09-08)

appstore.chart_rank, Finance category (6015), 10-28 to 11-06:

StoreBest / latest Finance Top Grossing rankBest / latest Finance Top Free rankRating count (iTunes lookup 11-06)
Italy (it)11 / 1546 / 1167 (average 3.3)
Poland pl10 / 1836 / 9314(2.9)
UK gb24 / 24—2
Germany (de)20 / 43143 / 2004
Brazil br29 / 38—6
Sweden (se)15 / 159—0
Austria (at), Belgium (be), Switzerland (ch)20 / 115, 20 / 42, 28 / 179ch free 135—
United States us195 (11-05 one-time)——

Neighbors of 11-06 on the Italy finance Top Grossing chart: Monefy (11), Gestione delle spese (16), MoneyCoach (17), YNAB (30). An app live for just 2 months with only 7 ratings ranks above YNAB. That points to a very high paid conversion rate (a hard paywall plus a high price point). The rating count is tiny because the paywall blocks most people, not because nobody downloads it.

The only review we pulled (it, 09-17,1 stars): "As soon as you open it, it asks how much you roughly earn and spend, then makes you subscribe to continue. You can't go forward or back... the interface is nice though."

2. Competitors

ProductWhereLaunchedScale (in our database)How it differs from Pennli
YNABiOS / Android / web2015(App)iOS rating 62k, charted in the 108 store, #7 in pl finance Top Grossing, #30 in itThe original zero-based budgeting app. Mostly English, $109/year, needs bank linking. Pennli is cheaper, localized and works offline.
GoodbudgetiOS / Android / web2011Rating 13.5k, 71 store, best category rank #5The genuine "envelope budget" app. Freemium, skews US households. Pennli is a new skin plus new distribution on the same method.
EveryDollar(Dave Ramsey)iOS / Android2015Rating 84k, US onlyGets users through Ramsey's personal IP. Pennli has no IP and relies on anonymous "peer salary stories".
Wallet(BudgetBakers)iOS / Android2015#4 in it Finance Top Grossing, #13 in plFull-featured, connects to banks. Pennli does only the envelope.
Spendee, Monefy, Money Pro, MoneyCoach, Fast Budget, Money LoveriOS / Android2011–2017Between #7 and #30 on the it/pl finance Top Grossing chartsLong-running expense tracker that relies on store search and word of mouth. Pennli relies on TikTok.
New entrants in the same niche in 2026: BEEZZ (pl, launched 09-02, pl Top Grossing #12), Bujji: Cozy Budget (09-04, pl #23), Skarbo (08-11, pl #25), Spendix (it, 07-14, it #27), QuantoSpendo (it, 06-27, it #29), PocketPal (listed alongside Pennli under App Store "customers also bought", also pushes envelopes)iOSMid-2026All on the same finance Top Grossing chartsShows the "indie dev + expense tracking + hard paywall" lane is getting crowded. Their acquisition methods are unverified.
Big-company featuresBank apps' built-in spending categories, Revolut budgets/Pockets——Free but retrospective. Pennli focuses on allocating in advance and only shows what's left.
Content peers (not apps)TikTok: budgetfacileita (2026-01, "how a lawyer in Novara manages her salary", Excel template, 4 videos), budgetamico (1,581 followers, sells templates), organisemymoneyy (51k followers, English)TikTok—The "show your salary + budget by profession" topic already exists, but those creators sell spreadsheets or run personal accounts. Nobody has turned it into a multi-country, daily-posting, anonymous first-person app-distribution matrix that ends on app screenshots.

Bottom line: the product has no edge. The envelope budgeting method has existed for 2011 years with Goodbudget, and more than a dozen expense trackers sit in the top 30 of the Italy and Poland finance charts. The difference is all in distribution.

3. Growth lever: a multi-country TikTok image-carousel matrix (core, confirmed)

TikHub pulled 2026-11-06's 5 official accounts (each bio says "Pennli official account" and links to the landing page):

AccountLanguage / marketFollowersPostsTop postTotal viewsTop single post
@pennli_polskaPoland2,1618209-12About 4.97M389k (dentist, earns 8,851 zł a month)
@pennli.italiaItaly2,0867709-13About 3.85M990k (public hospital nurse, earns 1,806 €, sends 300 € a month to parents)
@pennliappUK English9576509-07About 1.71M242k (council employee £1,865)
@pennli.brBrazil1,7287909-08About 1.61M529k
@pennli.deGermany3215309-28About 820k67k (civil servant primary school teacher, 3,442 €)
TotalAbout 7,250About 356About 13M

Playbook breakdown:

  1. Format: all image carousels (aweme_type 150, the top post has 11 images), no on-camera talent, no voiceover, trending original audio. Production cost is minimal, roughly 1–2 posts per account per day.
  2. Topic formula: "I'm a【job】, my net monthly income is【exact figure to the cent】, 【one life detail: living with parents / sending money home / car loan / bought a bag】. What about you?" Transparent pay + peer comparison + a closing question. Jobs are deliberately chosen where young women dominate (nurses, OSS care workers, teachers, cashiers, beauticians, pharmacy staff), matching the app's soft, feminine visual style.
  3. Localization down to the details: Italian copy says "senza tredicesima" (excluding the 13th-month salary) and "frontaliera in Svizzera" (cross-border commuter to Switzerland); German uses "verbeamtete" (civil servants) and PTA/MFA; UK uses "after tax, National Insurance and pension"; Brazil uses R$ and installments (parcelei). These are exactly the points each country's audience will feel called out by and want to comment on.
  4. Deliberate gaps to bait comments: the Italian post at 990k views drew top comments that were all "what about electricity and gas?" and "how do you survive a month on 216 €?". Omissions trigger corrections, which drove 336 comments and 2,827 saves and pushed distribution higher.
  5. Soft placement: the last few slides are screenshots of Pennli's envelope interface. A commenter asked which app it was, and another user replied "this itself is the app's ad" (106 likes). The captions never mention the brand; the link sits in the bio.
  6. Attribution: the App Store link on the pennli.app/it landing page carries ct=tiktok_it, and the Play link carries utm_source=tiktok&utm_medium=bio&utm_campaign=tiktok_it. The landing page already supports eight languages: en/de/es_ES/es_MX/it/pt_PT/pt_BR/pl (the Spanish and Portuguese-Portugal accounts haven't launched or weren't found).
  7. Account structure maps one-to-one to the charts: the Polish account has the most views → best pl Top Grossing rank #10; the Italian account → it #11; the UK, German and Brazilian accounts → gb 24, de 20, br 29. Sweden, Austria, Switzerland and Belgium have no dedicated account, but same-language and English spillover still charted there.

Other channels:

  • Paid ads: the tiktokads library returns no_ads for Pennli (TikTok ads targeting Europe aren't found); the metaads library returns nothing when searched by name, domain or app id. = No paid acquisition found (this does not prove none exists).
  • ASO: each storefront has localized keywords (Gestione Spese / Haushaltsbuch / Controle de Gastos). That's capture, not the source.
  • Media / X / Reddit / public revenue: Jina, Exa search and x-radar (90 days) returned no coverage, posts or TrustMRR pages about Pennli or Piotr Mol. Only automated aggregator pages such as appstoretracker and foxdata showed up.

4. Why it took off

  1. The content topic has built-in reach: "show your net salary by profession" is an evergreen high-engagement topic across European TikTok. Pennli ties it to "how do I split this month's money," with a top post at 990k views, while the account itself has only about two thousand followers. The reach came from the recommendation feed, not the follower base.
  2. One template copied across 5 countries: the same carousel script with currency, job titles and local tax details swapped, producing roughly 13M views in two months. Each country independently reached its finance Top Grossing chart.
  3. Hard paywall + high ticket: users must subscribe during onboarding, at $24.99/year or a $49.99 one-time purchase. Free traffic comes in, and a small share paying is enough to climb small-country finance charts (the bars there are low). The cost is few and low ratings (it 3.3, pl 2.9).
  4. The developer is someone who builds conversion-focused onboarding: newdevway.com says they've done mobile development for 10 years, specializing in "fast onboarding, retention loops and iterating for monetization." They already have subscription apps built on the same model, including MemOle, FlowLocker/RepBlock and Snaporie. Pennli is the first time this playbook has been paired with the right distribution.
  5. Timing: the cash stuffing / envelope budgeting wave on TikTok (starting in the US around 2022) has already been validated, but European non-English markets had no app account producing this content. Pennli localized the US trend for Italy, Poland, Germany and Brazil.

5. Differentiation

On the product side there's almost nothing new: envelope method, manual entry, no bank linking, local storage. Goodbudget has offered it for over a decade, and the Italian and Polish charts hold a dozen similar apps. The softer interface, 2-minute onboarding and the single "how much can I still spend today" number are small pluses, not the reason it took off. The real difference is distribution: other expense apps rely on store search and long-standing reputation, while Pennli relies on a separate anonymous "peer salary diary" image account in each country. That is why it broke out.

6. Visibility and copycats

  • Visibility: few people know about it yet. No media coverage, no X/Reddit discussion, no public revenue. The TikTok accounts themselves have only a few thousand followers.
  • Copycats: no account has been found copying this "net salary by profession + budget carousel" playbook to promote an app. The acquisition methods of new apps in the same niche (BEEZZ, Bujji, Skarbo, Spendix, QuantoSpendo) are unverified. "Promote an app with carousels, no on-camera talent" has been a public indie-dev tactic for 2026 years (slidemate, ReelCarousel, TokPortal and ShowsFarm all have tutorials or tools), so the barrier is low and it's easy to copy.

7. Takeaways

  • Find a "comparison" topic that locals naturally love to comment on (salaries, rent, car loans). Turn it into a first-person anonymous image carousel, put the product screenshots on the final slide, and don't mention the brand in the caption.
  • One script × multiple languages and accounts. Each account's landing link carries country UTM / ct parameters, so you can match traffic per account against each country's chart.
  • Small countries and small categories have low chart thresholds. Paired with a hard paywall and an annual subscription or one-time purchase, a few thousand paying users is enough to chart and recover costs.
  • Deliberately leave an omission people want to correct (electricity not counted) to drive comments.

8. Uncertain

  • Actual revenue, conversion rate and refund rate are unknown. The iOS Top Grossing ranks only show steady paid conversion in small-country finance categories.
  • Android installs are 9,751 worldwide; the iOS share is unknown. The Play listing has not been updated since 09-29, so the developer may be mainly focused on iOS.
  • Not verified: whether the images are AI-generated, whether a tool auto-posts them, whether there are Spanish or Portuguese accounts (Portugal), or whether creators are paid privately. None found.
  • Open questions: whether the low ratings caused by the hard paywall will drag down store conversion, and whether TikTok will throttle these 'fake UGC' accounts.

This article was written by AI from public data and the data we collect daily. Numbers are sourced, and inferences are labeled.